{
    "test_case": "TC_V2_047",
    "repository_name": "transformers",
    "repository_path": "C:\\repos\\transformers",
    "pair_cap": 1000,
    "v1_max_files": 25,
    "repository_files": 4426,
    "governance_findings_total": 296,
    "governance_safe": 0,
    "governance_review": 220,
    "governance_block": 76,
    "governance_per_file": {
        "benchmark\\optimum_benchmark_wrapper.py": {
            "file_path": "benchmark\\optimum_benchmark_wrapper.py",
            "findings": [
                {
                    "file_path": "benchmark\\optimum_benchmark_wrapper.py",
                    "function_name": "main",
                    "line_number": 5,
                    "check_name": "dangerous_api_call",
                    "category": "PROCESS_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'main' calls 'subprocess.run', classified as PROCESS_OPERATION.",
                    "evidence": "subprocess.run"
                }
            ]
        },
        "tests\\test_image_processing_common.py": {
            "file_path": "tests\\test_image_processing_common.py",
            "findings": [
                {
                    "file_path": "tests\\test_image_processing_common.py",
                    "function_name": "ImageProcessingTestMixin.test_new_models_require_torchvision_backend",
                    "line_number": 578,
                    "check_name": "dangerous_api_call",
                    "category": "PROCESS_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'ImageProcessingTestMixin.test_new_models_require_torchvision_backend' calls 'subprocess.run', classified as PROCESS_OPERATION.",
                    "evidence": "subprocess.run"
                }
            ]
        },
        "tests\\test_processing_common.py": {
            "file_path": "tests\\test_processing_common.py",
            "findings": [
                {
                    "file_path": "tests\\test_processing_common.py",
                    "function_name": "ProcessorTesterMixin.tearDownClass",
                    "line_number": 346,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'ProcessorTesterMixin.tearDownClass' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                },
                {
                    "file_path": "tests\\test_processing_common.py",
                    "function_name": "ProcessorTesterMixin.test_chat_template_save_loading",
                    "line_number": 1528,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'ProcessorTesterMixin.test_chat_template_save_loading' calls 'os.remove', classified as DELETE_OPERATION.",
                    "evidence": "os.remove"
                }
            ]
        },
        "tests\\test_sentencepiece_backend_mixin.py": {
            "file_path": "tests\\test_sentencepiece_backend_mixin.py",
            "findings": [
                {
                    "file_path": "tests\\test_sentencepiece_backend_mixin.py",
                    "function_name": "SentencePieceBackendTesterMixin.tearDownClass",
                    "line_number": 34,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'SentencePieceBackendTesterMixin.tearDownClass' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                },
                {
                    "file_path": "tests\\test_sentencepiece_backend_mixin.py",
                    "function_name": "SentencePieceBackendTesterMixin.test_save_sentencepiece_tokenizer",
                    "line_number": 109,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'SentencePieceBackendTesterMixin.test_save_sentencepiece_tokenizer' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "tests\\test_tokenization_common.py": {
            "file_path": "tests\\test_tokenization_common.py",
            "findings": [
                {
                    "file_path": "tests\\test_tokenization_common.py",
                    "function_name": "TokenizerTesterMixin.tearDownClass",
                    "line_number": 374,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'TokenizerTesterMixin.tearDownClass' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                },
                {
                    "file_path": "tests\\test_tokenization_common.py",
                    "function_name": "TokenizerTesterMixin.test_save_and_load_tokenizer",
                    "line_number": 726,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'TokenizerTesterMixin.test_save_and_load_tokenizer' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "tests\\test_tokenizers_backend_mixin.py": {
            "file_path": "tests\\test_tokenizers_backend_mixin.py",
            "findings": [
                {
                    "file_path": "tests\\test_tokenizers_backend_mixin.py",
                    "function_name": "TokenizersBackendTesterMixin.tearDownClass",
                    "line_number": 67,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'TokenizersBackendTesterMixin.tearDownClass' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "utils\\checkers.py": {
            "file_path": "utils\\checkers.py",
            "findings": [
                {
                    "file_path": "utils\\checkers.py",
                    "function_name": "_run_cmd",
                    "line_number": 356,
                    "check_name": "dangerous_api_call",
                    "category": "PROCESS_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function '_run_cmd' calls 'subprocess.Popen', classified as PROCESS_OPERATION.",
                    "evidence": "subprocess.Popen"
                },
                {
                    "file_path": "utils\\checkers.py",
                    "function_name": "_run_cmd",
                    "line_number": 356,
                    "check_name": "dangerous_api_call",
                    "category": "PROCESS_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function '_run_cmd' calls 'subprocess.run', classified as PROCESS_OPERATION.",
                    "evidence": "subprocess.run"
                }
            ]
        },
        "utils\\check_auto.py": {
            "file_path": "utils\\check_auto.py",
            "findings": [
                {
                    "file_path": "utils\\check_auto.py",
                    "function_name": "run_ruff_and_sort",
                    "line_number": 183,
                    "check_name": "dangerous_api_call",
                    "category": "PROCESS_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'run_ruff_and_sort' calls 'subprocess.run', classified as PROCESS_OPERATION.",
                    "evidence": "subprocess.run"
                }
            ]
        },
        "utils\\check_bad_commit.py": {
            "file_path": "utils\\check_bad_commit.py",
            "findings": [
                {
                    "file_path": "utils\\check_bad_commit.py",
                    "function_name": "is_bad_commit",
                    "line_number": 81,
                    "check_name": "dangerous_api_call",
                    "category": "PROCESS_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'is_bad_commit' calls 'subprocess.run', classified as PROCESS_OPERATION.",
                    "evidence": "subprocess.run"
                },
                {
                    "file_path": "utils\\check_bad_commit.py",
                    "function_name": "find_bad_commit",
                    "line_number": 119,
                    "check_name": "dangerous_api_call",
                    "category": "PROCESS_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'find_bad_commit' calls 'subprocess.run', classified as PROCESS_OPERATION.",
                    "evidence": "subprocess.run"
                },
                {
                    "file_path": "utils\\check_bad_commit.py",
                    "function_name": "get_commit_info",
                    "line_number": 269,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'get_commit_info' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "utils\\check_copies.py": {
            "file_path": "utils\\check_copies.py",
            "findings": [
                {
                    "file_path": "utils\\check_copies.py",
                    "function_name": "run_ruff",
                    "line_number": 566,
                    "check_name": "dangerous_api_call",
                    "category": "PROCESS_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'run_ruff' calls 'subprocess.Popen', classified as PROCESS_OPERATION.",
                    "evidence": "subprocess.Popen"
                }
            ]
        },
        "utils\\check_modular_conversion.py": {
            "file_path": "utils\\check_modular_conversion.py",
            "findings": [
                {
                    "file_path": "utils\\check_modular_conversion.py",
                    "function_name": "convert_and_run_ruff",
                    "line_number": 74,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'convert_and_run_ruff' calls 'os.remove', classified as DELETE_OPERATION.",
                    "evidence": "os.remove"
                }
            ]
        },
        "utils\\check_self_hosted_runner.py": {
            "file_path": "utils\\check_self_hosted_runner.py",
            "findings": [
                {
                    "file_path": "utils\\check_self_hosted_runner.py",
                    "function_name": "get_runner_status",
                    "line_number": 6,
                    "check_name": "dangerous_api_call",
                    "category": "PROCESS_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'get_runner_status' calls 'subprocess.run', classified as PROCESS_OPERATION.",
                    "evidence": "subprocess.run"
                }
            ]
        },
        "utils\\check_types.py": {
            "file_path": "utils\\check_types.py",
            "findings": [
                {
                    "file_path": "utils\\check_types.py",
                    "function_name": "main",
                    "line_number": 54,
                    "check_name": "dangerous_api_call",
                    "category": "PROCESS_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'main' calls 'subprocess.run', classified as PROCESS_OPERATION.",
                    "evidence": "subprocess.run"
                }
            ]
        },
        "utils\\download_glue_data.py": {
            "file_path": "utils\\download_glue_data.py",
            "findings": [
                {
                    "file_path": "utils\\download_glue_data.py",
                    "function_name": "download_and_extract",
                    "line_number": 47,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'download_and_extract' calls 'os.remove', classified as DELETE_OPERATION.",
                    "evidence": "os.remove"
                }
            ]
        },
        "utils\\fetch_hub_objects_for_ci.py": {
            "file_path": "utils\\fetch_hub_objects_for_ci.py",
            "findings": [
                {
                    "file_path": "utils\\fetch_hub_objects_for_ci.py",
                    "function_name": "download_test_file",
                    "line_number": 137,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'download_test_file' calls 'os.remove', classified as DELETE_OPERATION.",
                    "evidence": "os.remove"
                }
            ]
        },
        "utils\\get_ci_error_statistics.py": {
            "file_path": "utils\\get_ci_error_statistics.py",
            "findings": [
                {
                    "file_path": "utils\\get_ci_error_statistics.py",
                    "function_name": "get_jobs",
                    "line_number": 17,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'get_jobs' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "utils\\get_ci_error_statistics.py",
                    "function_name": "get_job_links",
                    "line_number": 43,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'get_job_links' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "utils\\get_ci_error_statistics.py",
                    "function_name": "get_artifacts_links",
                    "line_number": 69,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'get_artifacts_links' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "utils\\get_ci_error_statistics.py",
                    "function_name": "download_artifact",
                    "line_number": 97,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'download_artifact' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "utils\\get_github_job_time.py": {
            "file_path": "utils\\get_github_job_time.py",
            "findings": [
                {
                    "file_path": "utils\\get_github_job_time.py",
                    "function_name": "get_job_time",
                    "line_number": 29,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'get_job_time' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "utils\\get_previous_daily_ci.py": {
            "file_path": "utils\\get_previous_daily_ci.py",
            "findings": [
                {
                    "file_path": "utils\\get_previous_daily_ci.py",
                    "function_name": "get_daily_ci_runs",
                    "line_number": 8,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'get_daily_ci_runs' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "utils\\get_previous_daily_ci.py",
                    "function_name": "get_last_daily_ci_run",
                    "line_number": 42,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'get_last_daily_ci_run' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "utils\\get_test_reports.py": {
            "file_path": "utils\\get_test_reports.py",
            "findings": [
                {
                    "file_path": "utils\\get_test_reports.py",
                    "function_name": "run_pytest",
                    "line_number": 46,
                    "check_name": "dangerous_api_call",
                    "category": "PROCESS_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'run_pytest' calls 'subprocess.run', classified as PROCESS_OPERATION.",
                    "evidence": "subprocess.run"
                }
            ]
        },
        "utils\\modular_model_converter.py": {
            "file_path": "utils\\modular_model_converter.py",
            "findings": [
                {
                    "file_path": "utils\\modular_model_converter.py",
                    "function_name": "run_ruff",
                    "line_number": 1954,
                    "check_name": "dangerous_api_call",
                    "category": "PROCESS_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'run_ruff' calls 'subprocess.run', classified as PROCESS_OPERATION.",
                    "evidence": "subprocess.run"
                }
            ]
        },
        "utils\\patch_helper.py": {
            "file_path": "utils\\patch_helper.py",
            "findings": [
                {
                    "file_path": "utils\\patch_helper.py",
                    "function_name": "checkout_branch",
                    "line_number": 62,
                    "check_name": "dangerous_api_call",
                    "category": "PROCESS_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'checkout_branch' calls 'subprocess.run', classified as PROCESS_OPERATION.",
                    "evidence": "subprocess.run"
                },
                {
                    "file_path": "utils\\patch_helper.py",
                    "function_name": "get_prs_by_label",
                    "line_number": 72,
                    "check_name": "dangerous_api_call",
                    "category": "PROCESS_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'get_prs_by_label' calls 'subprocess.run', classified as PROCESS_OPERATION.",
                    "evidence": "subprocess.run"
                },
                {
                    "file_path": "utils\\patch_helper.py",
                    "function_name": "get_commit_timestamp",
                    "line_number": 97,
                    "check_name": "dangerous_api_call",
                    "category": "PROCESS_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'get_commit_timestamp' calls 'subprocess.run', classified as PROCESS_OPERATION.",
                    "evidence": "subprocess.run"
                },
                {
                    "file_path": "utils\\patch_helper.py",
                    "function_name": "cherry_pick_commit",
                    "line_number": 106,
                    "check_name": "dangerous_api_call",
                    "category": "PROCESS_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'cherry_pick_commit' calls 'subprocess.run', classified as PROCESS_OPERATION.",
                    "evidence": "subprocess.run"
                },
                {
                    "file_path": "utils\\patch_helper.py",
                    "function_name": "commit_in_history",
                    "line_number": 115,
                    "check_name": "dangerous_api_call",
                    "category": "PROCESS_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'commit_in_history' calls 'subprocess.run', classified as PROCESS_OPERATION.",
                    "evidence": "subprocess.run"
                }
            ]
        },
        "examples\\pytorch\\test_accelerate_examples.py": {
            "file_path": "examples\\pytorch\\test_accelerate_examples.py",
            "findings": [
                {
                    "file_path": "examples\\pytorch\\test_accelerate_examples.py",
                    "function_name": "ExamplesTestsNoTrainer.tearDownClass",
                    "line_number": 74,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'ExamplesTestsNoTrainer.tearDownClass' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "examples\\pytorch\\transformers_serve_cb_eval_job.py": {
            "file_path": "examples\\pytorch\\transformers_serve_cb_eval_job.py",
            "findings": [
                {
                    "file_path": "examples\\pytorch\\transformers_serve_cb_eval_job.py",
                    "function_name": "main",
                    "line_number": 56,
                    "check_name": "dangerous_api_call",
                    "category": "DYNAMIC_EXEC",
                    "severity": "BLOCK",
                    "detail": "Function 'main' calls 'eval', classified as DYNAMIC_EXEC.",
                    "evidence": "eval"
                },
                {
                    "file_path": "examples\\pytorch\\transformers_serve_cb_eval_job.py",
                    "function_name": "main",
                    "line_number": 56,
                    "check_name": "dangerous_api_call",
                    "category": "PROCESS_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'main' calls 'subprocess.Popen', classified as PROCESS_OPERATION.",
                    "evidence": "subprocess.Popen"
                }
            ]
        },
        "examples\\pytorch\\speech-recognition\\run_speech_recognition_ctc.py": {
            "file_path": "examples\\pytorch\\speech-recognition\\run_speech_recognition_ctc.py",
            "findings": [
                {
                    "file_path": "examples\\pytorch\\speech-recognition\\run_speech_recognition_ctc.py",
                    "function_name": "main",
                    "line_number": 416,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'main' calls 'os.remove', classified as DELETE_OPERATION.",
                    "evidence": "os.remove"
                }
            ]
        },
        "examples\\pytorch\\speech-recognition\\run_speech_recognition_ctc_adapter.py": {
            "file_path": "examples\\pytorch\\speech-recognition\\run_speech_recognition_ctc_adapter.py",
            "findings": [
                {
                    "file_path": "examples\\pytorch\\speech-recognition\\run_speech_recognition_ctc_adapter.py",
                    "function_name": "main",
                    "line_number": 393,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'main' calls 'os.remove', classified as DELETE_OPERATION.",
                    "evidence": "os.remove"
                }
            ]
        },
        "src\\transformers\\convert_slow_tokenizers_checkpoints_to_fast.py": {
            "file_path": "src\\transformers\\convert_slow_tokenizers_checkpoints_to_fast.py",
            "findings": [
                {
                    "file_path": "src\\transformers\\convert_slow_tokenizers_checkpoints_to_fast.py",
                    "function_name": "convert_slow_checkpoint_to_fast",
                    "line_number": 48,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'convert_slow_checkpoint_to_fast' calls 'os.remove', classified as DELETE_OPERATION.",
                    "evidence": "os.remove"
                }
            ]
        },
        "src\\transformers\\modeling_utils.py": {
            "file_path": "src\\transformers\\modeling_utils.py",
            "findings": [
                {
                    "file_path": "src\\transformers\\modeling_utils.py",
                    "function_name": "PreTrainedModel.save_pretrained",
                    "line_number": 3308,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'PreTrainedModel.save_pretrained' calls 'os.remove', classified as DELETE_OPERATION.",
                    "evidence": "os.remove"
                }
            ]
        },
        "src\\transformers\\testing_utils.py": {
            "file_path": "src\\transformers\\testing_utils.py",
            "findings": [
                {
                    "file_path": "src\\transformers\\testing_utils.py",
                    "function_name": "TestCasePlus.get_auto_remove_tmp_dir",
                    "line_number": 2135,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'TestCasePlus.get_auto_remove_tmp_dir' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                },
                {
                    "file_path": "src\\transformers\\testing_utils.py",
                    "function_name": "TestCasePlus.tearDown",
                    "line_number": 2238,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'TestCasePlus.tearDown' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                },
                {
                    "file_path": "src\\transformers\\testing_utils.py",
                    "function_name": "run_test_using_subprocess",
                    "line_number": 2820,
                    "check_name": "dangerous_api_call",
                    "category": "PROCESS_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'run_test_using_subprocess' calls 'subprocess.run', classified as PROCESS_OPERATION.",
                    "evidence": "subprocess.run"
                },
                {
                    "file_path": "src\\transformers\\testing_utils.py",
                    "function_name": "torchrun",
                    "line_number": 3866,
                    "check_name": "dangerous_api_call",
                    "category": "PROCESS_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'torchrun' calls 'subprocess.run', classified as PROCESS_OPERATION.",
                    "evidence": "subprocess.run"
                },
                {
                    "file_path": "src\\transformers\\testing_utils.py",
                    "function_name": "convert_all_safetensors_to_bins",
                    "line_number": 4425,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'convert_all_safetensors_to_bins' calls 'os.remove', classified as DELETE_OPERATION.",
                    "evidence": "os.remove"
                }
            ]
        },
        "src\\transformers\\trainer.py": {
            "file_path": "src\\transformers\\trainer.py",
            "findings": [
                {
                    "file_path": "src\\transformers\\trainer.py",
                    "function_name": "Trainer._finalize_training",
                    "line_number": 1826,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'Trainer._finalize_training' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "src\\transformers\\trainer_jit_checkpoint.py": {
            "file_path": "src\\transformers\\trainer_jit_checkpoint.py",
            "findings": [
                {
                    "file_path": "src\\transformers\\trainer_jit_checkpoint.py",
                    "function_name": "CheckpointManager.execute_jit_checkpoint",
                    "line_number": 42,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'CheckpointManager.execute_jit_checkpoint' calls 'os.remove', classified as DELETE_OPERATION.",
                    "evidence": "os.remove"
                }
            ]
        },
        "src\\transformers\\trainer_pt_utils.py": {
            "file_path": "src\\transformers\\trainer_pt_utils.py",
            "findings": [
                {
                    "file_path": "src\\transformers\\trainer_pt_utils.py",
                    "function_name": "remove_dummy_checkpoint",
                    "line_number": 1070,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'remove_dummy_checkpoint' calls 'os.remove', classified as DELETE_OPERATION.",
                    "evidence": "os.remove"
                }
            ]
        },
        "src\\transformers\\trainer_utils.py": {
            "file_path": "src\\transformers\\trainer_utils.py",
            "findings": [
                {
                    "file_path": "src\\transformers\\trainer_utils.py",
                    "function_name": "rotate_checkpoints",
                    "line_number": 342,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'rotate_checkpoints' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "src\\transformers\\cli\\add_new_model_like.py": {
            "file_path": "src\\transformers\\cli\\add_new_model_like.py",
            "findings": [
                {
                    "file_path": "src\\transformers\\cli\\add_new_model_like.py",
                    "function_name": "_add_new_model_like_internal",
                    "line_number": 543,
                    "check_name": "dangerous_api_call",
                    "category": "PROCESS_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function '_add_new_model_like_internal' calls 'subprocess.run', classified as PROCESS_OPERATION.",
                    "evidence": "subprocess.run"
                }
            ]
        },
        "src\\transformers\\cli\\chat.py": {
            "file_path": "src\\transformers\\cli\\chat.py",
            "findings": [
                {
                    "file_path": "src\\transformers\\cli\\chat.py",
                    "function_name": "RichInterface.print_model_load",
                    "line_number": 211,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'RichInterface.print_model_load' calls 'requests.post', classified as NETWORK_OPERATION.",
                    "evidence": "requests.post"
                }
            ]
        },
        "src\\transformers\\integrations\\integration_utils.py": {
            "file_path": "src\\transformers\\integrations\\integration_utils.py",
            "findings": [
                {
                    "file_path": "src\\transformers\\integrations\\integration_utils.py",
                    "function_name": "NeptuneCallback.__del__",
                    "line_number": 1763,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'NeptuneCallback.__del__' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "src\\transformers\\pipelines\\audio_classification.py": {
            "file_path": "src\\transformers\\pipelines\\audio_classification.py",
            "findings": [
                {
                    "file_path": "src\\transformers\\pipelines\\audio_classification.py",
                    "function_name": "ffmpeg_read",
                    "line_number": 30,
                    "check_name": "dangerous_api_call",
                    "category": "PROCESS_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'ffmpeg_read' calls 'subprocess.Popen', classified as PROCESS_OPERATION.",
                    "evidence": "subprocess.Popen"
                }
            ]
        },
        "src\\transformers\\pipelines\\audio_utils.py": {
            "file_path": "src\\transformers\\pipelines\\audio_utils.py",
            "findings": [
                {
                    "file_path": "src\\transformers\\pipelines\\audio_utils.py",
                    "function_name": "ffmpeg_read",
                    "line_number": 9,
                    "check_name": "dangerous_api_call",
                    "category": "PROCESS_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'ffmpeg_read' calls 'subprocess.Popen', classified as PROCESS_OPERATION.",
                    "evidence": "subprocess.Popen"
                },
                {
                    "file_path": "src\\transformers\\pipelines\\audio_utils.py",
                    "function_name": "_ffmpeg_stream",
                    "line_number": 262,
                    "check_name": "dangerous_api_call",
                    "category": "PROCESS_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function '_ffmpeg_stream' calls 'subprocess.Popen', classified as PROCESS_OPERATION.",
                    "evidence": "subprocess.Popen"
                },
                {
                    "file_path": "src\\transformers\\pipelines\\audio_utils.py",
                    "function_name": "_get_microphone_name",
                    "line_number": 278,
                    "check_name": "dangerous_api_call",
                    "category": "PROCESS_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function '_get_microphone_name' calls 'subprocess.run', classified as PROCESS_OPERATION.",
                    "evidence": "subprocess.run"
                }
            ]
        },
        "src\\transformers\\utils\\network_logging.py": {
            "file_path": "src\\transformers\\utils\\network_logging.py",
            "findings": [
                {
                    "file_path": "src\\transformers\\utils\\network_logging.py",
                    "function_name": "_NetworkDebugProfiler.cleanup_shared_dir",
                    "line_number": 190,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function '_NetworkDebugProfiler.cleanup_shared_dir' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "src\\transformers\\models\\deepseek_ocr2\\convert_deepseek_ocr2_weights_to_hf.py": {
            "file_path": "src\\transformers\\models\\deepseek_ocr2\\convert_deepseek_ocr2_weights_to_hf.py",
            "findings": [
                {
                    "file_path": "src\\transformers\\models\\deepseek_ocr2\\convert_deepseek_ocr2_weights_to_hf.py",
                    "function_name": "test",
                    "line_number": 171,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'test' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "src\\transformers\\models\\eomt_dinov3\\convert_eomt_dinov3_to_hf.py": {
            "file_path": "src\\transformers\\models\\eomt_dinov3\\convert_eomt_dinov3_to_hf.py",
            "findings": [
                {
                    "file_path": "src\\transformers\\models\\eomt_dinov3\\convert_eomt_dinov3_to_hf.py",
                    "function_name": "_prepare_image",
                    "line_number": 376,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function '_prepare_image' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "src\\transformers\\models\\hubert\\convert_distilhubert_original_s3prl_checkpoint_to_pytorch.py": {
            "file_path": "src\\transformers\\models\\hubert\\convert_distilhubert_original_s3prl_checkpoint_to_pytorch.py",
            "findings": [
                {
                    "file_path": "src\\transformers\\models\\hubert\\convert_distilhubert_original_s3prl_checkpoint_to_pytorch.py",
                    "function_name": "convert_config",
                    "line_number": 153,
                    "check_name": "dangerous_api_call",
                    "category": "DYNAMIC_EXEC",
                    "severity": "BLOCK",
                    "detail": "Function 'convert_config' calls 'eval', classified as DYNAMIC_EXEC.",
                    "evidence": "eval"
                }
            ]
        },
        "src\\transformers\\models\\marian\\convert_marian_to_pytorch.py": {
            "file_path": "src\\transformers\\models\\marian\\convert_marian_to_pytorch.py",
            "findings": [
                {
                    "file_path": "src\\transformers\\models\\marian\\convert_marian_to_pytorch.py",
                    "function_name": "fetch_test_set",
                    "line_number": 321,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'fetch_test_set' calls 'os.remove', classified as DELETE_OPERATION.",
                    "evidence": "os.remove"
                },
                {
                    "file_path": "src\\transformers\\models\\marian\\convert_marian_to_pytorch.py",
                    "function_name": "download_and_unzip",
                    "line_number": 651,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'download_and_unzip' calls 'os.remove', classified as DELETE_OPERATION.",
                    "evidence": "os.remove"
                }
            ]
        },
        "src\\transformers\\models\\olmo\\convert_olmo_weights_to_hf.py": {
            "file_path": "src\\transformers\\models\\olmo\\convert_olmo_weights_to_hf.py",
            "findings": [
                {
                    "file_path": "src\\transformers\\models\\olmo\\convert_olmo_weights_to_hf.py",
                    "function_name": "write_model",
                    "line_number": 65,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'write_model' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "src\\transformers\\models\\olmo2\\convert_olmo2_weights_to_hf.py": {
            "file_path": "src\\transformers\\models\\olmo2\\convert_olmo2_weights_to_hf.py",
            "findings": [
                {
                    "file_path": "src\\transformers\\models\\olmo2\\convert_olmo2_weights_to_hf.py",
                    "function_name": "write_model",
                    "line_number": 68,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'write_model' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "src\\transformers\\models\\olmo3\\convert_olmo3_weights_to_hf.py": {
            "file_path": "src\\transformers\\models\\olmo3\\convert_olmo3_weights_to_hf.py",
            "findings": [
                {
                    "file_path": "src\\transformers\\models\\olmo3\\convert_olmo3_weights_to_hf.py",
                    "function_name": "write_model",
                    "line_number": 288,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'write_model' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "src\\transformers\\models\\olmoe\\convert_olmoe_weights_to_hf.py": {
            "file_path": "src\\transformers\\models\\olmoe\\convert_olmoe_weights_to_hf.py",
            "findings": [
                {
                    "file_path": "src\\transformers\\models\\olmoe\\convert_olmoe_weights_to_hf.py",
                    "function_name": "write_model",
                    "line_number": 91,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'write_model' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "src\\transformers\\models\\sew\\convert_sew_original_pytorch_checkpoint_to_pytorch.py": {
            "file_path": "src\\transformers\\models\\sew\\convert_sew_original_pytorch_checkpoint_to_pytorch.py",
            "findings": [
                {
                    "file_path": "src\\transformers\\models\\sew\\convert_sew_original_pytorch_checkpoint_to_pytorch.py",
                    "function_name": "convert_config",
                    "line_number": 172,
                    "check_name": "dangerous_api_call",
                    "category": "DYNAMIC_EXEC",
                    "severity": "BLOCK",
                    "detail": "Function 'convert_config' calls 'eval', classified as DYNAMIC_EXEC.",
                    "evidence": "eval"
                }
            ]
        },
        "src\\transformers\\models\\sew_d\\convert_sew_d_original_pytorch_checkpoint_to_pytorch.py": {
            "file_path": "src\\transformers\\models\\sew_d\\convert_sew_d_original_pytorch_checkpoint_to_pytorch.py",
            "findings": [
                {
                    "file_path": "src\\transformers\\models\\sew_d\\convert_sew_d_original_pytorch_checkpoint_to_pytorch.py",
                    "function_name": "convert_config",
                    "line_number": 176,
                    "check_name": "dangerous_api_call",
                    "category": "DYNAMIC_EXEC",
                    "severity": "BLOCK",
                    "detail": "Function 'convert_config' calls 'eval', classified as DYNAMIC_EXEC.",
                    "evidence": "eval"
                }
            ]
        },
        "src\\transformers\\models\\timesfm\\convert_timesfm_orignal_to_hf.py": {
            "file_path": "src\\transformers\\models\\timesfm\\convert_timesfm_orignal_to_hf.py",
            "findings": [
                {
                    "file_path": "src\\transformers\\models\\timesfm\\convert_timesfm_orignal_to_hf.py",
                    "function_name": "write_model",
                    "line_number": 36,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'write_model' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "src\\transformers\\models\\timesfm2_5\\convert_timesfm2_5_original_to_hf.py": {
            "file_path": "src\\transformers\\models\\timesfm2_5\\convert_timesfm2_5_original_to_hf.py",
            "findings": [
                {
                    "file_path": "src\\transformers\\models\\timesfm2_5\\convert_timesfm2_5_original_to_hf.py",
                    "function_name": "write_model",
                    "line_number": 63,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'write_model' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "src\\transformers\\models\\videomt\\convert_videomt_to_hf.py": {
            "file_path": "src\\transformers\\models\\videomt\\convert_videomt_to_hf.py",
            "findings": [
                {
                    "file_path": "src\\transformers\\models\\videomt\\convert_videomt_to_hf.py",
                    "function_name": "verify_conversion_against_github_reference",
                    "line_number": 467,
                    "check_name": "dangerous_api_call",
                    "category": "PROCESS_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'verify_conversion_against_github_reference' calls 'subprocess.run', classified as PROCESS_OPERATION.",
                    "evidence": "subprocess.run"
                }
            ]
        },
        "tests\\repo_utils\\test_check_copies.py": {
            "file_path": "tests\\repo_utils\\test_check_copies.py",
            "findings": [
                {
                    "file_path": "tests\\repo_utils\\test_check_copies.py",
                    "function_name": "create_tmp_repo",
                    "line_number": 247,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'create_tmp_repo' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "tests\\repo_utils\\test_tests_fetcher.py": {
            "file_path": "tests\\repo_utils\\test_tests_fetcher.py",
            "findings": [
                {
                    "file_path": "tests\\repo_utils\\test_tests_fetcher.py",
                    "function_name": "create_tmp_repo",
                    "line_number": 89,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'create_tmp_repo' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "tests\\sagemaker\\test_multi_node_data_parallel.py": {
            "file_path": "tests\\sagemaker\\test_multi_node_data_parallel.py",
            "findings": [
                {
                    "file_path": "tests\\sagemaker\\test_multi_node_data_parallel.py",
                    "function_name": "MultiNodeTest.setUp",
                    "line_number": 40,
                    "check_name": "dangerous_api_call",
                    "category": "PROCESS_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'MultiNodeTest.setUp' calls 'subprocess.run', classified as PROCESS_OPERATION.",
                    "evidence": "subprocess.run"
                }
            ]
        },
        "tests\\sagemaker\\test_multi_node_model_parallel.py": {
            "file_path": "tests\\sagemaker\\test_multi_node_model_parallel.py",
            "findings": [
                {
                    "file_path": "tests\\sagemaker\\test_multi_node_model_parallel.py",
                    "function_name": "MultiNodeTest.setUp",
                    "line_number": 40,
                    "check_name": "dangerous_api_call",
                    "category": "PROCESS_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'MultiNodeTest.setUp' calls 'subprocess.run', classified as PROCESS_OPERATION.",
                    "evidence": "subprocess.run"
                }
            ]
        },
        "tests\\sagemaker\\test_single_node_gpu.py": {
            "file_path": "tests\\sagemaker\\test_single_node_gpu.py",
            "findings": [
                {
                    "file_path": "tests\\sagemaker\\test_single_node_gpu.py",
                    "function_name": "SingleNodeTest.setUp",
                    "line_number": 34,
                    "check_name": "dangerous_api_call",
                    "category": "PROCESS_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'SingleNodeTest.setUp' calls 'subprocess.run', classified as PROCESS_OPERATION.",
                    "evidence": "subprocess.run"
                }
            ]
        },
        "tests\\tokenization\\test_tokenization_fast.py": {
            "file_path": "tests\\tokenization\\test_tokenization_fast.py",
            "findings": [
                {
                    "file_path": "tests\\tokenization\\test_tokenization_fast.py",
                    "function_name": "PreTrainedTokenizationFastTest.tearDownClass",
                    "line_number": 42,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'PreTrainedTokenizationFastTest.tearDownClass' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                },
                {
                    "file_path": "tests\\tokenization\\test_tokenization_fast.py",
                    "function_name": "PreTrainedTokenizationFastTest.test_training_new_tokenizer",
                    "line_number": 107,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'PreTrainedTokenizationFastTest.test_training_new_tokenizer' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                },
                {
                    "file_path": "tests\\tokenization\\test_tokenization_fast.py",
                    "function_name": "PreTrainedTokenizationFastTest.test_training_new_tokenizer_with_special_tokens_change",
                    "line_number": 125,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'PreTrainedTokenizationFastTest.test_training_new_tokenizer_with_special_tokens_change' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "tests\\trainer\\test_data_collator.py": {
            "file_path": "tests\\trainer\\test_data_collator.py",
            "findings": [
                {
                    "file_path": "tests\\trainer\\test_data_collator.py",
                    "function_name": "DataCollatorTestMixin.tearDown",
                    "line_number": 62,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'DataCollatorTestMixin.tearDown' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "tests\\trainer\\test_trainer_callback.py": {
            "file_path": "tests\\trainer\\test_trainer_callback.py",
            "findings": [
                {
                    "file_path": "tests\\trainer\\test_trainer_callback.py",
                    "function_name": "TrainerCallbackTest.tearDown",
                    "line_number": 196,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'TrainerCallbackTest.tearDown' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                },
                {
                    "file_path": "tests\\trainer\\test_trainer_callback.py",
                    "function_name": "StatefulCallbackTest.tearDown",
                    "line_number": 490,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'StatefulCallbackTest.tearDown' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                },
                {
                    "file_path": "tests\\trainer\\test_trainer_callback.py",
                    "function_name": "TrainerStateTest.tearDown",
                    "line_number": 680,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'TrainerStateTest.tearDown' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                },
                {
                    "file_path": "tests\\trainer\\test_trainer_callback.py",
                    "function_name": "NotebookProgressCallbackTest.tearDown",
                    "line_number": 1282,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'NotebookProgressCallbackTest.tearDown' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "tests\\trainer\\test_trainer_checkpointing.py": {
            "file_path": "tests\\trainer\\test_trainer_checkpointing.py",
            "findings": [
                {
                    "file_path": "tests\\trainer\\test_trainer_checkpointing.py",
                    "function_name": "JITCheckpointTest.tearDown",
                    "line_number": 1105,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'JITCheckpointTest.tearDown' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                },
                {
                    "file_path": "tests\\trainer\\test_trainer_checkpointing.py",
                    "function_name": "TrainerIntegrationWithHubTester.get_commit_history",
                    "line_number": 2111,
                    "check_name": "dangerous_api_call",
                    "category": "PROCESS_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'TrainerIntegrationWithHubTester.get_commit_history' calls 'subprocess.run', classified as PROCESS_OPERATION.",
                    "evidence": "subprocess.run"
                }
            ]
        },
        "tests\\trainer\\trainer_test_utils.py": {
            "file_path": "tests\\trainer\\trainer_test_utils.py",
            "findings": [
                {
                    "file_path": "tests\\trainer\\trainer_test_utils.py",
                    "function_name": "TrainerIntegrationCommon.convert_to_sharded_checkpoint",
                    "line_number": 604,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'TrainerIntegrationCommon.convert_to_sharded_checkpoint' calls 'os.remove', classified as DELETE_OPERATION.",
                    "evidence": "os.remove"
                }
            ]
        },
        "tests\\utils\\test_modeling_utils.py": {
            "file_path": "tests\\utils\\test_modeling_utils.py",
            "findings": [
                {
                    "file_path": "tests\\utils\\test_modeling_utils.py",
                    "function_name": "ModelUtilsTest.test_loading_is_fast_on_gpu",
                    "line_number": 2019,
                    "check_name": "dangerous_api_call",
                    "category": "PROCESS_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'ModelUtilsTest.test_loading_is_fast_on_gpu' calls 'subprocess.run', classified as PROCESS_OPERATION.",
                    "evidence": "subprocess.run"
                }
            ]
        },
        "tests\\utils\\test_offline.py": {
            "file_path": "tests\\utils\\test_offline.py",
            "findings": [
                {
                    "file_path": "tests\\utils\\test_offline.py",
                    "function_name": "OfflineTests._execute_with_env",
                    "line_number": 197,
                    "check_name": "dangerous_api_call",
                    "category": "PROCESS_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'OfflineTests._execute_with_env' calls 'subprocess.run', classified as PROCESS_OPERATION.",
                    "evidence": "subprocess.run"
                }
            ]
        },
        "tests\\models\\aimv2\\test_modeling_aimv2.py": {
            "file_path": "tests\\models\\aimv2\\test_modeling_aimv2.py",
            "findings": [
                {
                    "file_path": "tests\\models\\aimv2\\test_modeling_aimv2.py",
                    "function_name": "Aimv2ModelIntegrationTest.test_inference",
                    "line_number": 477,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'Aimv2ModelIntegrationTest.test_inference' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\aimv2\\test_modeling_aimv2.py",
                    "function_name": "Aimv2VisionModelIntegrationTests.test_inference",
                    "line_number": 510,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'Aimv2VisionModelIntegrationTests.test_inference' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\aimv2\\test_modeling_aimv2.py",
                    "function_name": "Aimv2VisionModelIntegrationTests.test_inference_for_native_resolution",
                    "line_number": 541,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'Aimv2VisionModelIntegrationTests.test_inference_for_native_resolution' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\align\\test_modeling_align.py": {
            "file_path": "tests\\models\\align\\test_modeling_align.py",
            "findings": [
                {
                    "file_path": "tests\\models\\align\\test_modeling_align.py",
                    "function_name": "prepare_img",
                    "line_number": 516,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'prepare_img' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\altclip\\test_modeling_altclip.py": {
            "file_path": "tests\\models\\altclip\\test_modeling_altclip.py",
            "findings": [
                {
                    "file_path": "tests\\models\\altclip\\test_modeling_altclip.py",
                    "function_name": "prepare_img",
                    "line_number": 394,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'prepare_img' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\aria\\test_modeling_aria.py": {
            "file_path": "tests\\models\\aria\\test_modeling_aria.py",
            "findings": [
                {
                    "file_path": "tests\\models\\aria\\test_modeling_aria.py",
                    "function_name": "AriaForConditionalGenerationIntegrationTest.test_small_model_integration_test",
                    "line_number": 241,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'AriaForConditionalGenerationIntegrationTest.test_small_model_integration_test' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\aria\\test_modeling_aria.py",
                    "function_name": "AriaForConditionalGenerationIntegrationTest.test_small_model_integration_test_llama_single",
                    "line_number": 278,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'AriaForConditionalGenerationIntegrationTest.test_small_model_integration_test_llama_single' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\aria\\test_modeling_aria.py",
                    "function_name": "AriaForConditionalGenerationIntegrationTest.test_small_model_integration_test_llama_batched",
                    "line_number": 309,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'AriaForConditionalGenerationIntegrationTest.test_small_model_integration_test_llama_batched' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\aria\\test_modeling_aria.py",
                    "function_name": "AriaForConditionalGenerationIntegrationTest.test_small_model_integration_test_batch",
                    "line_number": 350,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'AriaForConditionalGenerationIntegrationTest.test_small_model_integration_test_batch' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\aria\\test_modeling_aria.py",
                    "function_name": "AriaForConditionalGenerationIntegrationTest.test_small_model_integration_test_llama_batched_regression",
                    "line_number": 386,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'AriaForConditionalGenerationIntegrationTest.test_small_model_integration_test_llama_batched_regression' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\aria\\test_modeling_aria.py",
                    "function_name": "AriaForConditionalGenerationIntegrationTest.test_batched_generation",
                    "line_number": 420,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'AriaForConditionalGenerationIntegrationTest.test_batched_generation' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\audioflamingo3\\test_processing_audioflamingo3.py": {
            "file_path": "tests\\models\\audioflamingo3\\test_processing_audioflamingo3.py",
            "findings": [
                {
                    "file_path": "tests\\models\\audioflamingo3\\test_processing_audioflamingo3.py",
                    "function_name": "AudioFlamingo3ProcessorTest.tearDownClass",
                    "line_number": 62,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'AudioFlamingo3ProcessorTest.tearDownClass' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "tests\\models\\bark\\test_processing_bark.py": {
            "file_path": "tests\\models\\bark\\test_processing_bark.py",
            "findings": [
                {
                    "file_path": "tests\\models\\bark\\test_processing_bark.py",
                    "function_name": "BarkProcessorTest.tearDown",
                    "line_number": 39,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'BarkProcessorTest.tearDown' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "tests\\models\\bert_japanese\\test_tokenization_bert_japanese.py": {
            "file_path": "tests\\models\\bert_japanese\\test_tokenization_bert_japanese.py",
            "findings": [
                {
                    "file_path": "tests\\models\\bert_japanese\\test_tokenization_bert_japanese.py",
                    "function_name": "BertJapaneseTokenizationTest.tearDownClass",
                    "line_number": 90,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'BertJapaneseTokenizationTest.tearDownClass' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                },
                {
                    "file_path": "tests\\models\\bert_japanese\\test_tokenization_bert_japanese.py",
                    "function_name": "BertJapaneseCharacterTokenizationTest.tearDownClass",
                    "line_number": 380,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'BertJapaneseCharacterTokenizationTest.tearDownClass' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "tests\\models\\blenderbot_small\\test_tokenization_blenderbot_small.py": {
            "file_path": "tests\\models\\blenderbot_small\\test_tokenization_blenderbot_small.py",
            "findings": [
                {
                    "file_path": "tests\\models\\blenderbot_small\\test_tokenization_blenderbot_small.py",
                    "function_name": "BlenderbotSmallTokenizerTest.test_full_blenderbot_small_tokenizer",
                    "line_number": 36,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'BlenderbotSmallTokenizerTest.test_full_blenderbot_small_tokenizer' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "tests\\models\\blip\\test_modeling_blip.py": {
            "file_path": "tests\\models\\blip\\test_modeling_blip.py",
            "findings": [
                {
                    "file_path": "tests\\models\\blip\\test_modeling_blip.py",
                    "function_name": "prepare_img",
                    "line_number": 973,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'prepare_img' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\blip_2\\test_modeling_blip_2.py": {
            "file_path": "tests\\models\\blip_2\\test_modeling_blip_2.py",
            "findings": [
                {
                    "file_path": "tests\\models\\blip_2\\test_modeling_blip_2.py",
                    "function_name": "prepare_img",
                    "line_number": 1507,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'prepare_img' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\byt5\\test_tokenization_byt5.py": {
            "file_path": "tests\\models\\byt5\\test_tokenization_byt5.py",
            "findings": [
                {
                    "file_path": "tests\\models\\byt5\\test_tokenization_byt5.py",
                    "function_name": "ByT5TokenizationTest.test_save_and_load_tokenizer",
                    "line_number": 159,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'ByT5TokenizationTest.test_save_and_load_tokenizer' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "tests\\models\\canine\\test_tokenization_canine.py": {
            "file_path": "tests\\models\\canine\\test_tokenization_canine.py",
            "findings": [
                {
                    "file_path": "tests\\models\\canine\\test_tokenization_canine.py",
                    "function_name": "CanineTokenizationTest.test_save_and_load_tokenizer",
                    "line_number": 88,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'CanineTokenizationTest.test_save_and_load_tokenizer' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "tests\\models\\chameleon\\test_modeling_chameleon.py": {
            "file_path": "tests\\models\\chameleon\\test_modeling_chameleon.py",
            "findings": [
                {
                    "file_path": "tests\\models\\chameleon\\test_modeling_chameleon.py",
                    "function_name": "ChameleonIntegrationTest.test_model_7b",
                    "line_number": 374,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'ChameleonIntegrationTest.test_model_7b' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\chameleon\\test_modeling_chameleon.py",
                    "function_name": "ChameleonIntegrationTest.test_model_7b_batched",
                    "line_number": 403,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'ChameleonIntegrationTest.test_model_7b_batched' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\chameleon\\test_modeling_chameleon.py",
                    "function_name": "ChameleonIntegrationTest.test_model_7b_multi_image",
                    "line_number": 449,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'ChameleonIntegrationTest.test_model_7b_multi_image' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\chinese_clip\\test_modeling_chinese_clip.py": {
            "file_path": "tests\\models\\chinese_clip\\test_modeling_chinese_clip.py",
            "findings": [
                {
                    "file_path": "tests\\models\\chinese_clip\\test_modeling_chinese_clip.py",
                    "function_name": "prepare_img",
                    "line_number": 568,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'prepare_img' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\chmv2\\test_modeling_chmv2.py": {
            "file_path": "tests\\models\\chmv2\\test_modeling_chmv2.py",
            "findings": [
                {
                    "file_path": "tests\\models\\chmv2\\test_modeling_chmv2.py",
                    "function_name": "CHMv2IntegrationTest.test_inference_depth_estimation",
                    "line_number": 177,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'CHMv2IntegrationTest.test_inference_depth_estimation' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\clap\\test_processing_clap.py": {
            "file_path": "tests\\models\\clap\\test_processing_clap.py",
            "findings": [
                {
                    "file_path": "tests\\models\\clap\\test_processing_clap.py",
                    "function_name": "ClapProcessorTest.tearDown",
                    "line_number": 39,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'ClapProcessorTest.tearDown' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "tests\\models\\clip\\test_modeling_clip.py": {
            "file_path": "tests\\models\\clip\\test_modeling_clip.py",
            "findings": [
                {
                    "file_path": "tests\\models\\clip\\test_modeling_clip.py",
                    "function_name": "prepare_img",
                    "line_number": 675,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'prepare_img' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\clipseg\\test_modeling_clipseg.py": {
            "file_path": "tests\\models\\clipseg\\test_modeling_clipseg.py",
            "findings": [
                {
                    "file_path": "tests\\models\\clipseg\\test_modeling_clipseg.py",
                    "function_name": "prepare_img",
                    "line_number": 531,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'prepare_img' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\clvp\\test_processing_clvp.py": {
            "file_path": "tests\\models\\clvp\\test_processing_clvp.py",
            "findings": [
                {
                    "file_path": "tests\\models\\clvp\\test_processing_clvp.py",
                    "function_name": "ClvpProcessorTest.tearDown",
                    "line_number": 33,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'ClvpProcessorTest.tearDown' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "tests\\models\\clvp\\test_tokenization_clvp.py": {
            "file_path": "tests\\models\\clvp\\test_tokenization_clvp.py",
            "findings": [
                {
                    "file_path": "tests\\models\\clvp\\test_tokenization_clvp.py",
                    "function_name": "ClvpTokenizationTest.setUpClass",
                    "line_number": 35,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'ClvpTokenizationTest.setUpClass' calls 'os.remove', classified as DELETE_OPERATION.",
                    "evidence": "os.remove"
                }
            ]
        },
        "tests\\models\\code_llama\\test_tokenization_code_llama.py": {
            "file_path": "tests\\models\\code_llama\\test_tokenization_code_llama.py",
            "findings": [
                {
                    "file_path": "tests\\models\\code_llama\\test_tokenization_code_llama.py",
                    "function_name": "CodeLlamaTokenizationTest.test_save_and_load_tokenizer",
                    "line_number": 52,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'CodeLlamaTokenizationTest.test_save_and_load_tokenizer' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "tests\\models\\colmodernvbert\\test_processing_colmodernvbert.py": {
            "file_path": "tests\\models\\colmodernvbert\\test_processing_colmodernvbert.py",
            "findings": [
                {
                    "file_path": "tests\\models\\colmodernvbert\\test_processing_colmodernvbert.py",
                    "function_name": "ColModernVBertProcessorTest.tearDownClass",
                    "line_number": 49,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'ColModernVBertProcessorTest.tearDownClass' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "tests\\models\\cpmant\\test_tokenization_cpmant.py": {
            "file_path": "tests\\models\\cpmant\\test_tokenization_cpmant.py",
            "findings": [
                {
                    "file_path": "tests\\models\\cpmant\\test_tokenization_cpmant.py",
                    "function_name": "CPMAntTokenizationTest.setUpClass",
                    "line_number": 33,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'CPMAntTokenizationTest.setUpClass' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "tests\\models\\deepseek_v4\\test_modeling_deepseek_v4.py": {
            "file_path": "tests\\models\\deepseek_v4\\test_modeling_deepseek_v4.py",
            "findings": [
                {
                    "file_path": "tests\\models\\deepseek_v4\\test_modeling_deepseek_v4.py",
                    "function_name": "_run_distributed_worker",
                    "line_number": 485,
                    "check_name": "dangerous_api_call",
                    "category": "PROCESS_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function '_run_distributed_worker' calls 'subprocess.run', classified as PROCESS_OPERATION.",
                    "evidence": "subprocess.run"
                }
            ]
        },
        "tests\\models\\dia\\test_processing_dia.py": {
            "file_path": "tests\\models\\dia\\test_processing_dia.py",
            "findings": [
                {
                    "file_path": "tests\\models\\dia\\test_processing_dia.py",
                    "function_name": "DiaProcessorTest.tearDown",
                    "line_number": 70,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'DiaProcessorTest.tearDown' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "tests\\models\\edgetam\\test_modeling_edgetam.py": {
            "file_path": "tests\\models\\edgetam\\test_modeling_edgetam.py",
            "findings": [
                {
                    "file_path": "tests\\models\\edgetam\\test_modeling_edgetam.py",
                    "function_name": "prepare_image",
                    "line_number": 438,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'prepare_image' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\edgetam\\test_modeling_edgetam.py",
                    "function_name": "prepare_groceries_image",
                    "line_number": 444,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'prepare_groceries_image' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\edgetam\\test_modeling_edgetam.py",
                    "function_name": "prepare_dog_img",
                    "line_number": 450,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'prepare_dog_img' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\edgetam_video\\test_modeling_edgetam_video.py": {
            "file_path": "tests\\models\\edgetam_video\\test_modeling_edgetam_video.py",
            "findings": [
                {
                    "file_path": "tests\\models\\edgetam_video\\test_modeling_edgetam_video.py",
                    "function_name": "prepare_image",
                    "line_number": 42,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'prepare_image' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\edgetam_video\\test_modeling_edgetam_video.py",
                    "function_name": "prepare_groceries_image",
                    "line_number": 48,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'prepare_groceries_image' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\edgetam_video\\test_modeling_edgetam_video.py",
                    "function_name": "prepare_dog_img",
                    "line_number": 54,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'prepare_dog_img' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\emu3\\test_modeling_emu3.py": {
            "file_path": "tests\\models\\emu3\\test_modeling_emu3.py",
            "findings": [
                {
                    "file_path": "tests\\models\\emu3\\test_modeling_emu3.py",
                    "function_name": "Emu3IntegrationTest.test_model_generation",
                    "line_number": 348,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'Emu3IntegrationTest.test_model_generation' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\emu3\\test_modeling_emu3.py",
                    "function_name": "Emu3IntegrationTest.test_model_generation_batched",
                    "line_number": 368,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'Emu3IntegrationTest.test_model_generation_batched' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\emu3\\test_modeling_emu3.py",
                    "function_name": "Emu3IntegrationTest.test_model_generation_multi_image",
                    "line_number": 413,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'Emu3IntegrationTest.test_model_generation_multi_image' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\eomt\\test_modeling_eomt.py": {
            "file_path": "tests\\models\\eomt\\test_modeling_eomt.py",
            "findings": [
                {
                    "file_path": "tests\\models\\eomt\\test_modeling_eomt.py",
                    "function_name": "EomtForUniversalSegmentationIntegrationTest.test_inference",
                    "line_number": 174,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'EomtForUniversalSegmentationIntegrationTest.test_inference' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\eomt\\test_modeling_eomt.py",
                    "function_name": "EomtForUniversalSegmentationIntegrationTest.test_inference_fp16",
                    "line_number": 217,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'EomtForUniversalSegmentationIntegrationTest.test_inference_fp16' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\eomt\\test_modeling_eomt.py",
                    "function_name": "EomtForUniversalSegmentationIntegrationTest.test_semantic_segmentation_inference",
                    "line_number": 232,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'EomtForUniversalSegmentationIntegrationTest.test_semantic_segmentation_inference' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\eomt\\test_modeling_eomt.py",
                    "function_name": "EomtForUniversalSegmentationIntegrationTest.test_panoptic_segmentation_inference",
                    "line_number": 270,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'EomtForUniversalSegmentationIntegrationTest.test_panoptic_segmentation_inference' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\eomt\\test_modeling_eomt.py",
                    "function_name": "EomtForUniversalSegmentationIntegrationTest.test_instance_segmentation_inference",
                    "line_number": 318,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'EomtForUniversalSegmentationIntegrationTest.test_instance_segmentation_inference' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\eomt\\test_modeling_eomt.py",
                    "function_name": "EomtForUniversalSegmentationIntegrationTest.test_segmentation_pipeline",
                    "line_number": 368,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'EomtForUniversalSegmentationIntegrationTest.test_segmentation_pipeline' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\eomt_dinov3\\test_modeling_eomt_dinov3.py": {
            "file_path": "tests\\models\\eomt_dinov3\\test_modeling_eomt_dinov3.py",
            "findings": [
                {
                    "file_path": "tests\\models\\eomt_dinov3\\test_modeling_eomt_dinov3.py",
                    "function_name": "EomtDinov3ForUniversalSegmentationIntegrationTest.test_inference",
                    "line_number": 219,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'EomtDinov3ForUniversalSegmentationIntegrationTest.test_inference' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\eomt_dinov3\\test_modeling_eomt_dinov3.py",
                    "function_name": "EomtDinov3ForUniversalSegmentationIntegrationTest.test_inference_bf16",
                    "line_number": 258,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'EomtDinov3ForUniversalSegmentationIntegrationTest.test_inference_bf16' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\eomt_dinov3\\test_modeling_eomt_dinov3.py",
                    "function_name": "EomtDinov3ForUniversalSegmentationIntegrationTest.test_semantic_segmentation_inference",
                    "line_number": 317,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'EomtDinov3ForUniversalSegmentationIntegrationTest.test_semantic_segmentation_inference' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\eomt_dinov3\\test_modeling_eomt_dinov3.py",
                    "function_name": "EomtDinov3ForUniversalSegmentationIntegrationTest.test_panoptic_segmentation_inference",
                    "line_number": 374,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'EomtDinov3ForUniversalSegmentationIntegrationTest.test_panoptic_segmentation_inference' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\eomt_dinov3\\test_modeling_eomt_dinov3.py",
                    "function_name": "EomtDinov3ForUniversalSegmentationIntegrationTest.test_instance_segmentation_inference",
                    "line_number": 419,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'EomtDinov3ForUniversalSegmentationIntegrationTest.test_instance_segmentation_inference' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\eomt_dinov3\\test_modeling_eomt_dinov3.py",
                    "function_name": "EomtDinov3ForUniversalSegmentationIntegrationTest.test_segmentation_pipeline",
                    "line_number": 465,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'EomtDinov3ForUniversalSegmentationIntegrationTest.test_segmentation_pipeline' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\ernie4_5_vl_moe\\test_processing_ernie4_5_vl_moe.py": {
            "file_path": "tests\\models\\ernie4_5_vl_moe\\test_processing_ernie4_5_vl_moe.py",
            "findings": [
                {
                    "file_path": "tests\\models\\ernie4_5_vl_moe\\test_processing_ernie4_5_vl_moe.py",
                    "function_name": "Ernie4_5_VLMoeProcessorTest.tearDownClass",
                    "line_number": 67,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'Ernie4_5_VLMoeProcessorTest.tearDownClass' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "tests\\models\\fast_vlm\\test_modeling_fast_vlm.py": {
            "file_path": "tests\\models\\fast_vlm\\test_modeling_fast_vlm.py",
            "findings": [
                {
                    "file_path": "tests\\models\\fast_vlm\\test_modeling_fast_vlm.py",
                    "function_name": "FastVlmForConditionalGenerationIntegrationTest.test_small_model_integration_test",
                    "line_number": 253,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'FastVlmForConditionalGenerationIntegrationTest.test_small_model_integration_test' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\fast_vlm\\test_modeling_fast_vlm.py",
                    "function_name": "FastVlmForConditionalGenerationIntegrationTest.test_small_model_integration_test_batch",
                    "line_number": 275,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'FastVlmForConditionalGenerationIntegrationTest.test_small_model_integration_test_batch' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\flava\\test_modeling_flava.py": {
            "file_path": "tests\\models\\flava\\test_modeling_flava.py",
            "findings": [
                {
                    "file_path": "tests\\models\\flava\\test_modeling_flava.py",
                    "function_name": "prepare_img",
                    "line_number": 1092,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'prepare_img' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\florence2\\test_modeling_florence2.py": {
            "file_path": "tests\\models\\florence2\\test_modeling_florence2.py",
            "findings": [
                {
                    "file_path": "tests\\models\\florence2\\test_modeling_florence2.py",
                    "function_name": "prepare_img",
                    "line_number": 261,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'prepare_img' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\florence2\\test_modeling_florence2.py",
                    "function_name": "Florence2ForConditionalGenerationIntegrationTest.setUp",
                    "line_number": 270,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'Florence2ForConditionalGenerationIntegrationTest.setUp' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\fuyu\\test_modeling_fuyu.py": {
            "file_path": "tests\\models\\fuyu\\test_modeling_fuyu.py",
            "findings": [
                {
                    "file_path": "tests\\models\\fuyu\\test_modeling_fuyu.py",
                    "function_name": "FuyuModelIntegrationTest.test_greedy_generation",
                    "line_number": 279,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'FuyuModelIntegrationTest.test_greedy_generation' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\gemma4\\test_processing_gemma4.py": {
            "file_path": "tests\\models\\gemma4\\test_processing_gemma4.py",
            "findings": [
                {
                    "file_path": "tests\\models\\gemma4\\test_processing_gemma4.py",
                    "function_name": "Gemma4ProcessorTest.tearDownClass",
                    "line_number": 104,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'Gemma4ProcessorTest.tearDownClass' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "tests\\models\\glm_image\\test_modeling_glm_image.py": {
            "file_path": "tests\\models\\glm_image\\test_modeling_glm_image.py",
            "findings": [
                {
                    "file_path": "tests\\models\\glm_image\\test_modeling_glm_image.py",
                    "function_name": "GlmImageIntegrationTest.test_processor_image_to_image",
                    "line_number": 497,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'GlmImageIntegrationTest.test_processor_image_to_image' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\gpt_oss\\test_modeling_gpt_oss.py": {
            "file_path": "tests\\models\\gpt_oss\\test_modeling_gpt_oss.py",
            "findings": [
                {
                    "file_path": "tests\\models\\gpt_oss\\test_modeling_gpt_oss.py",
                    "function_name": "GptOssIntegrationTest.run_distributed_test",
                    "line_number": 293,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'GptOssIntegrationTest.run_distributed_test' calls 'os.remove', classified as DELETE_OPERATION.",
                    "evidence": "os.remove"
                },
                {
                    "file_path": "tests\\models\\gpt_oss\\test_modeling_gpt_oss.py",
                    "function_name": "GptOssIntegrationTest.run_distributed_test",
                    "line_number": 293,
                    "check_name": "dangerous_api_call",
                    "category": "PROCESS_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'GptOssIntegrationTest.run_distributed_test' calls 'subprocess.run', classified as PROCESS_OPERATION.",
                    "evidence": "subprocess.run"
                }
            ]
        },
        "tests\\models\\granite_speech\\test_processing_granite_speech.py": {
            "file_path": "tests\\models\\granite_speech\\test_processing_granite_speech.py",
            "findings": [
                {
                    "file_path": "tests\\models\\granite_speech\\test_processing_granite_speech.py",
                    "function_name": "GraniteSpeechProcessorTest.tearDown",
                    "line_number": 51,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'GraniteSpeechProcessorTest.tearDown' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "tests\\models\\groupvit\\test_modeling_groupvit.py": {
            "file_path": "tests\\models\\groupvit\\test_modeling_groupvit.py",
            "findings": [
                {
                    "file_path": "tests\\models\\groupvit\\test_modeling_groupvit.py",
                    "function_name": "prepare_img",
                    "line_number": 590,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'prepare_img' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\idefics2\\test_modeling_idefics2.py": {
            "file_path": "tests\\models\\idefics2\\test_modeling_idefics2.py",
            "findings": [
                {
                    "file_path": "tests\\models\\idefics2\\test_modeling_idefics2.py",
                    "function_name": "Idefics2ForConditionalGenerationIntegrationTest.setUp",
                    "line_number": 521,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'Idefics2ForConditionalGenerationIntegrationTest.setUp' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\idefics3\\test_modeling_idefics3.py": {
            "file_path": "tests\\models\\idefics3\\test_modeling_idefics3.py",
            "findings": [
                {
                    "file_path": "tests\\models\\idefics3\\test_modeling_idefics3.py",
                    "function_name": "Idefics3ForConditionalGenerationIntegrationTest.setUp",
                    "line_number": 487,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'Idefics3ForConditionalGenerationIntegrationTest.setUp' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\imagegpt\\test_image_processing_imagegpt.py": {
            "file_path": "tests\\models\\imagegpt\\test_image_processing_imagegpt.py",
            "findings": [
                {
                    "file_path": "tests\\models\\imagegpt\\test_image_processing_imagegpt.py",
                    "function_name": "ImageGPTImageProcessingTest.test_backends_equivalence",
                    "line_number": 283,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'ImageGPTImageProcessingTest.test_backends_equivalence' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\instructblip\\test_modeling_instructblip.py": {
            "file_path": "tests\\models\\instructblip\\test_modeling_instructblip.py",
            "findings": [
                {
                    "file_path": "tests\\models\\instructblip\\test_modeling_instructblip.py",
                    "function_name": "prepare_img",
                    "line_number": 633,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'prepare_img' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\instructblip\\test_modeling_instructblip.py",
                    "function_name": "InstructBlipModelIntegrationTest.test_inference_vicuna_7b",
                    "line_number": 648,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'InstructBlipModelIntegrationTest.test_inference_vicuna_7b' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\instructblip\\test_modeling_instructblip.py",
                    "function_name": "InstructBlipModelIntegrationTest.test_inference_flant5_xl",
                    "line_number": 684,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'InstructBlipModelIntegrationTest.test_inference_flant5_xl' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\internvl\\test_modeling_internvl.py": {
            "file_path": "tests\\models\\internvl\\test_modeling_internvl.py",
            "findings": [
                {
                    "file_path": "tests\\models\\internvl\\test_modeling_internvl.py",
                    "function_name": "InternVLQwen2IntegrationTest.test_qwen2_small_model_integration_generate",
                    "line_number": 230,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'InternVLQwen2IntegrationTest.test_qwen2_small_model_integration_generate' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\internvl\\test_modeling_internvl.py",
                    "function_name": "InternVLQwen2IntegrationTest.test_qwen2_small_model_integration_forward",
                    "line_number": 260,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'InternVLQwen2IntegrationTest.test_qwen2_small_model_integration_forward' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\internvl\\test_modeling_internvl.py",
                    "function_name": "InternVLQwen2IntegrationTest.test_qwen2_small_model_integration_batched_generate",
                    "line_number": 347,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'InternVLQwen2IntegrationTest.test_qwen2_small_model_integration_batched_generate' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\internvl\\test_modeling_internvl.py",
                    "function_name": "InternVLQwen2IntegrationTest.test_qwen2_small_model_integration_batched_generate_multi_image",
                    "line_number": 397,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'InternVLQwen2IntegrationTest.test_qwen2_small_model_integration_batched_generate_multi_image' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\internvl\\test_modeling_internvl.py",
                    "function_name": "InternVLLlamaIntegrationTest.test_llama_small_model_integration_generate",
                    "line_number": 631,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'InternVLLlamaIntegrationTest.test_llama_small_model_integration_generate' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\internvl\\test_modeling_internvl.py",
                    "function_name": "InternVLLlamaIntegrationTest.test_llama_small_model_integration_forward",
                    "line_number": 651,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'InternVLLlamaIntegrationTest.test_llama_small_model_integration_forward' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\internvl\\test_modeling_internvl.py",
                    "function_name": "InternVLLlamaIntegrationTest.test_llama_small_model_integration_batched_generate",
                    "line_number": 742,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'InternVLLlamaIntegrationTest.test_llama_small_model_integration_batched_generate' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\internvl\\test_modeling_internvl.py",
                    "function_name": "InternVLLlamaIntegrationTest.test_llama_small_model_integration_batched_generate_multi_image",
                    "line_number": 792,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'InternVLLlamaIntegrationTest.test_llama_small_model_integration_batched_generate_multi_image' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\janus\\test_modeling_janus.py": {
            "file_path": "tests\\models\\janus\\test_modeling_janus.py",
            "findings": [
                {
                    "file_path": "tests\\models\\janus\\test_modeling_janus.py",
                    "function_name": "JanusIntegrationTest.test_model_text_generation",
                    "line_number": 428,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'JanusIntegrationTest.test_model_text_generation' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\janus\\test_modeling_janus.py",
                    "function_name": "JanusIntegrationTest.test_model_text_generation_batched",
                    "line_number": 448,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'JanusIntegrationTest.test_model_text_generation_batched' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\janus\\test_modeling_janus.py",
                    "function_name": "JanusIntegrationTest.test_model_text_generation_with_multi_image",
                    "line_number": 486,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'JanusIntegrationTest.test_model_text_generation_with_multi_image' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\kosmos2\\test_modeling_kosmos2.py": {
            "file_path": "tests\\models\\kosmos2\\test_modeling_kosmos2.py",
            "findings": [
                {
                    "file_path": "tests\\models\\kosmos2\\test_modeling_kosmos2.py",
                    "function_name": "prepare_img",
                    "line_number": 496,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'prepare_img' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\kosmos2\\test_modeling_kosmos2.py",
                    "function_name": "Kosmos2ModelIntegrationTest.test_snowman_image_captioning",
                    "line_number": 531,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'Kosmos2ModelIntegrationTest.test_snowman_image_captioning' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\kosmos2\\test_modeling_kosmos2.py",
                    "function_name": "Kosmos2ModelIntegrationTest.test_snowman_image_captioning_batch",
                    "line_number": 677,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'Kosmos2ModelIntegrationTest.test_snowman_image_captioning_batch' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\kosmos2_5\\test_modeling_kosmos2_5.py": {
            "file_path": "tests\\models\\kosmos2_5\\test_modeling_kosmos2_5.py",
            "findings": [
                {
                    "file_path": "tests\\models\\kosmos2_5\\test_modeling_kosmos2_5.py",
                    "function_name": "Kosmos2_5ModelIntegrationTest.test_eager",
                    "line_number": 555,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'Kosmos2_5ModelIntegrationTest.test_eager' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\kosmos2_5\\test_modeling_kosmos2_5.py",
                    "function_name": "Kosmos2_5ModelIntegrationTest.test_sdpa",
                    "line_number": 596,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'Kosmos2_5ModelIntegrationTest.test_sdpa' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\kosmos2_5\\test_modeling_kosmos2_5.py",
                    "function_name": "Kosmos2_5ModelIntegrationTest.test_FA2",
                    "line_number": 647,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'Kosmos2_5ModelIntegrationTest.test_FA2' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\layoutlmv2\\test_image_processing_layoutlmv2.py": {
            "file_path": "tests\\models\\layoutlmv2\\test_image_processing_layoutlmv2.py",
            "findings": [
                {
                    "file_path": "tests\\models\\layoutlmv2\\test_image_processing_layoutlmv2.py",
                    "function_name": "LayoutLMv2ImageProcessingTest.test_backends_equivalence",
                    "line_number": 146,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'LayoutLMv2ImageProcessingTest.test_backends_equivalence' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\layoutlmv2\\test_tokenization_layoutlmv2.py": {
            "file_path": "tests\\models\\layoutlmv2\\test_tokenization_layoutlmv2.py",
            "findings": [
                {
                    "file_path": "tests\\models\\layoutlmv2\\test_tokenization_layoutlmv2.py",
                    "function_name": "LayoutLMv2TokenizationTest.test_save_and_load_tokenizer",
                    "line_number": 924,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'LayoutLMv2TokenizationTest.test_save_and_load_tokenizer' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "tests\\models\\layoutlmv3\\test_tokenization_layoutlmv3.py": {
            "file_path": "tests\\models\\layoutlmv3\\test_tokenization_layoutlmv3.py",
            "findings": [
                {
                    "file_path": "tests\\models\\layoutlmv3\\test_tokenization_layoutlmv3.py",
                    "function_name": "LayoutLMv3TokenizationTest.test_save_and_load_tokenizer",
                    "line_number": 1012,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'LayoutLMv3TokenizationTest.test_save_and_load_tokenizer' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "tests\\models\\layoutxlm\\test_tokenization_layoutxlm.py": {
            "file_path": "tests\\models\\layoutxlm\\test_tokenization_layoutxlm.py",
            "findings": [
                {
                    "file_path": "tests\\models\\layoutxlm\\test_tokenization_layoutxlm.py",
                    "function_name": "LayoutXLMTokenizationTest.test_save_sentencepiece_tokenizer",
                    "line_number": 254,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'LayoutXLMTokenizationTest.test_save_sentencepiece_tokenizer' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                },
                {
                    "file_path": "tests\\models\\layoutxlm\\test_tokenization_layoutxlm.py",
                    "function_name": "LayoutXLMTokenizationTest.test_save_and_load_tokenizer",
                    "line_number": 1056,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'LayoutXLMTokenizationTest.test_save_and_load_tokenizer' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "tests\\models\\lfm2_vl\\test_modeling_lfm2_vl.py": {
            "file_path": "tests\\models\\lfm2_vl\\test_modeling_lfm2_vl.py",
            "findings": [
                {
                    "file_path": "tests\\models\\lfm2_vl\\test_modeling_lfm2_vl.py",
                    "function_name": "Lfm2VlForConditionalGenerationIntegrationTest.setUp",
                    "line_number": 211,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'Lfm2VlForConditionalGenerationIntegrationTest.setUp' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\lfm2_vl\\test_modeling_lfm2_vl.py",
                    "function_name": "Lfm2_5VlForConditionalGenerationIntegrationTest.setUp",
                    "line_number": 297,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'Lfm2_5VlForConditionalGenerationIntegrationTest.setUp' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\llava\\test_modeling_llava.py": {
            "file_path": "tests\\models\\llava\\test_modeling_llava.py",
            "findings": [
                {
                    "file_path": "tests\\models\\llava\\test_modeling_llava.py",
                    "function_name": "LlavaForConditionalGenerationIntegrationTest.test_small_model_integration_test",
                    "line_number": 297,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'LlavaForConditionalGenerationIntegrationTest.test_small_model_integration_test' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\llava\\test_modeling_llava.py",
                    "function_name": "LlavaForConditionalGenerationIntegrationTest.test_small_model_integration_test_llama_single",
                    "line_number": 326,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'LlavaForConditionalGenerationIntegrationTest.test_small_model_integration_test_llama_single' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\llava\\test_modeling_llava.py",
                    "function_name": "LlavaForConditionalGenerationIntegrationTest.test_small_model_integration_test_llama_batched",
                    "line_number": 356,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'LlavaForConditionalGenerationIntegrationTest.test_small_model_integration_test_llama_batched' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\llava\\test_modeling_llava.py",
                    "function_name": "LlavaForConditionalGenerationIntegrationTest.test_small_model_integration_test_batch",
                    "line_number": 407,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'LlavaForConditionalGenerationIntegrationTest.test_small_model_integration_test_batch' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\llava\\test_modeling_llava.py",
                    "function_name": "LlavaForConditionalGenerationIntegrationTest.test_small_model_integration_test_llama_batched_regression",
                    "line_number": 457,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'LlavaForConditionalGenerationIntegrationTest.test_small_model_integration_test_llama_batched_regression' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\llava\\test_modeling_llava.py",
                    "function_name": "LlavaForConditionalGenerationIntegrationTest.test_batched_generation",
                    "line_number": 516,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'LlavaForConditionalGenerationIntegrationTest.test_batched_generation' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\llava\\test_modeling_llava.py",
                    "function_name": "LlavaForConditionalGenerationIntegrationTest.test_generation_siglip_backbone",
                    "line_number": 601,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'LlavaForConditionalGenerationIntegrationTest.test_generation_siglip_backbone' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\llava\\test_modeling_llava.py",
                    "function_name": "LlavaForConditionalGenerationIntegrationTest.test_pixtral",
                    "line_number": 628,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'LlavaForConditionalGenerationIntegrationTest.test_pixtral' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\llava\\test_modeling_llava.py",
                    "function_name": "LlavaForConditionalGenerationIntegrationTest.test_pixtral_4bit",
                    "line_number": 652,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'LlavaForConditionalGenerationIntegrationTest.test_pixtral_4bit' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\llava\\test_modeling_llava.py",
                    "function_name": "LlavaForConditionalGenerationIntegrationTest.test_pixtral_batched",
                    "line_number": 684,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'LlavaForConditionalGenerationIntegrationTest.test_pixtral_batched' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\llava_next\\test_modeling_llava_next.py": {
            "file_path": "tests\\models\\llava_next\\test_modeling_llava_next.py",
            "findings": [
                {
                    "file_path": "tests\\models\\llava_next\\test_modeling_llava_next.py",
                    "function_name": "LlavaNextForConditionalGenerationIntegrationTest.setUp",
                    "line_number": 131,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'LlavaNextForConditionalGenerationIntegrationTest.setUp' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\llava_next\\test_modeling_llava_next.py",
                    "function_name": "LlavaNextForConditionalGenerationIntegrationTest.test_small_model_integration_test_batch",
                    "line_number": 187,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'LlavaNextForConditionalGenerationIntegrationTest.test_small_model_integration_test_batch' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\llava_next\\test_modeling_llava_next.py",
                    "function_name": "LlavaNextForConditionalGenerationIntegrationTest.test_small_model_integration_test_batch_different_resolutions",
                    "line_number": 238,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'LlavaNextForConditionalGenerationIntegrationTest.test_small_model_integration_test_batch_different_resolutions' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\llava_next\\test_modeling_llava_next.py",
                    "function_name": "LlavaNextForConditionalGenerationIntegrationTest.test_small_model_integration_test_batch_matches_single",
                    "line_number": 278,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'LlavaNextForConditionalGenerationIntegrationTest.test_small_model_integration_test_batch_matches_single' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\llava_onevision\\test_modeling_llava_onevision.py": {
            "file_path": "tests\\models\\llava_onevision\\test_modeling_llava_onevision.py",
            "findings": [
                {
                    "file_path": "tests\\models\\llava_onevision\\test_modeling_llava_onevision.py",
                    "function_name": "LlavaOnevisionForConditionalGenerationIntegrationTest.test_small_model_integration_test_multi_image",
                    "line_number": 417,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'LlavaOnevisionForConditionalGenerationIntegrationTest.test_small_model_integration_test_multi_image' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\llava_onevision\\test_modeling_llava_onevision.py",
                    "function_name": "LlavaOnevisionForConditionalGenerationIntegrationTest.test_small_model_integration_test_multi_image_nested",
                    "line_number": 451,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'LlavaOnevisionForConditionalGenerationIntegrationTest.test_small_model_integration_test_multi_image_nested' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\llava_onevision\\test_modeling_llava_onevision.py",
                    "function_name": "LlavaOnevisionForConditionalGenerationIntegrationTest.test_small_model_integration_test_batch_different_resolutions",
                    "line_number": 523,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'LlavaOnevisionForConditionalGenerationIntegrationTest.test_small_model_integration_test_batch_different_resolutions' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\llava_onevision\\test_modeling_llava_onevision.py",
                    "function_name": "LlavaOnevisionForConditionalGenerationIntegrationTest.test_small_model_integration_test_batch_matches_single",
                    "line_number": 553,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'LlavaOnevisionForConditionalGenerationIntegrationTest.test_small_model_integration_test_batch_matches_single' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\m2m_100\\test_tokenization_m2m_100.py": {
            "file_path": "tests\\models\\m2m_100\\test_tokenization_m2m_100.py",
            "findings": [
                {
                    "file_path": "tests\\models\\m2m_100\\test_tokenization_m2m_100.py",
                    "function_name": "M2M100TokenizationTest.setUpClass",
                    "line_number": 59,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'M2M100TokenizationTest.setUpClass' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "tests\\models\\markuplm\\test_processing_markuplm.py": {
            "file_path": "tests\\models\\markuplm\\test_processing_markuplm.py",
            "findings": [
                {
                    "file_path": "tests\\models\\markuplm\\test_processing_markuplm.py",
                    "function_name": "MarkupLMProcessorTest.tearDown",
                    "line_number": 83,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'MarkupLMProcessorTest.tearDown' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "tests\\models\\markuplm\\test_tokenization_markuplm.py": {
            "file_path": "tests\\models\\markuplm\\test_tokenization_markuplm.py",
            "findings": [
                {
                    "file_path": "tests\\models\\markuplm\\test_tokenization_markuplm.py",
                    "function_name": "MarkupLMTokenizationTest.test_save_and_load_tokenizer",
                    "line_number": 908,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'MarkupLMTokenizationTest.test_save_and_load_tokenizer' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "tests\\models\\metaclip_2\\test_modeling_metaclip_2.py": {
            "file_path": "tests\\models\\metaclip_2\\test_modeling_metaclip_2.py",
            "findings": [
                {
                    "file_path": "tests\\models\\metaclip_2\\test_modeling_metaclip_2.py",
                    "function_name": "prepare_img",
                    "line_number": 687,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'prepare_img' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\mgp_str\\test_modeling_mgp_str.py": {
            "file_path": "tests\\models\\mgp_str\\test_modeling_mgp_str.py",
            "findings": [
                {
                    "file_path": "tests\\models\\mgp_str\\test_modeling_mgp_str.py",
                    "function_name": "prepare_img",
                    "line_number": 210,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'prepare_img' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\mlcd\\test_modeling_mlcd.py": {
            "file_path": "tests\\models\\mlcd\\test_modeling_mlcd.py",
            "findings": [
                {
                    "file_path": "tests\\models\\mlcd\\test_modeling_mlcd.py",
                    "function_name": "MLCDVisionModelIntegrationTest.test_inference",
                    "line_number": 151,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'MLCDVisionModelIntegrationTest.test_inference' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\mllama\\test_modeling_mllama.py": {
            "file_path": "tests\\models\\mllama\\test_modeling_mllama.py",
            "findings": [
                {
                    "file_path": "tests\\models\\mllama\\test_modeling_mllama.py",
                    "function_name": "MllamaForConditionalGenerationIntegrationTest.test_11b_model_integration_generate",
                    "line_number": 468,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'MllamaForConditionalGenerationIntegrationTest.test_11b_model_integration_generate' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\mllama\\test_modeling_mllama.py",
                    "function_name": "MllamaForConditionalGenerationIntegrationTest.test_11b_model_integration_forward",
                    "line_number": 564,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'MllamaForConditionalGenerationIntegrationTest.test_11b_model_integration_forward' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\mllama\\test_modeling_mllama.py",
                    "function_name": "MllamaForConditionalGenerationIntegrationTest.test_11b_model_integration_batched_generate",
                    "line_number": 604,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'MllamaForConditionalGenerationIntegrationTest.test_11b_model_integration_batched_generate' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\mllama\\test_modeling_mllama.py",
                    "function_name": "MllamaForConditionalGenerationIntegrationTest.test_11b_model_integration_multi_image_generate",
                    "line_number": 669,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'MllamaForConditionalGenerationIntegrationTest.test_11b_model_integration_multi_image_generate' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\musicflamingo\\test_processing_musicflamingo.py": {
            "file_path": "tests\\models\\musicflamingo\\test_processing_musicflamingo.py",
            "findings": [
                {
                    "file_path": "tests\\models\\musicflamingo\\test_processing_musicflamingo.py",
                    "function_name": "MusicFlamingoProcessorTest.tearDownClass",
                    "line_number": 62,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'MusicFlamingoProcessorTest.tearDownClass' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "tests\\models\\musicgen\\test_processing_musicgen.py": {
            "file_path": "tests\\models\\musicgen\\test_processing_musicgen.py",
            "findings": [
                {
                    "file_path": "tests\\models\\musicgen\\test_processing_musicgen.py",
                    "function_name": "MusicgenProcessorTest.tearDown",
                    "line_number": 63,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'MusicgenProcessorTest.tearDown' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "tests\\models\\musicgen_melody\\test_processing_musicgen_melody.py": {
            "file_path": "tests\\models\\musicgen_melody\\test_processing_musicgen_melody.py",
            "findings": [
                {
                    "file_path": "tests\\models\\musicgen_melody\\test_processing_musicgen_melody.py",
                    "function_name": "MusicgenMelodyProcessorTest.tearDown",
                    "line_number": 66,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'MusicgenMelodyProcessorTest.tearDown' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "tests\\models\\omdet_turbo\\test_modeling_omdet_turbo.py": {
            "file_path": "tests\\models\\omdet_turbo\\test_modeling_omdet_turbo.py",
            "findings": [
                {
                    "file_path": "tests\\models\\omdet_turbo\\test_modeling_omdet_turbo.py",
                    "function_name": "prepare_img",
                    "line_number": 605,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'prepare_img' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\omdet_turbo\\test_modeling_omdet_turbo.py",
                    "function_name": "prepare_img_batched",
                    "line_number": 617,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'prepare_img_batched' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\ovis2\\test_modeling_ovis2.py": {
            "file_path": "tests\\models\\ovis2\\test_modeling_ovis2.py",
            "findings": [
                {
                    "file_path": "tests\\models\\ovis2\\test_modeling_ovis2.py",
                    "function_name": "Ovis2IntegrationTest.setUp",
                    "line_number": 238,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'Ovis2IntegrationTest.setUp' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\ovis2\\test_modeling_ovis2.py",
                    "function_name": "Ovis2IntegrationTest.test_small_model_integration_test_multi_image",
                    "line_number": 300,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'Ovis2IntegrationTest.test_small_model_integration_test_multi_image' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\ovis2\\test_modeling_ovis2.py",
                    "function_name": "Ovis2IntegrationTest.test_small_model_integration_test_batch_different_resolutions",
                    "line_number": 333,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'Ovis2IntegrationTest.test_small_model_integration_test_batch_different_resolutions' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\ovis2\\test_modeling_ovis2.py",
                    "function_name": "Ovis2IntegrationTest.test_small_model_integration_test_batch_matches_single",
                    "line_number": 360,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'Ovis2IntegrationTest.test_small_model_integration_test_batch_matches_single' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\owlv2\\test_modeling_owlv2.py": {
            "file_path": "tests\\models\\owlv2\\test_modeling_owlv2.py",
            "findings": [
                {
                    "file_path": "tests\\models\\owlv2\\test_modeling_owlv2.py",
                    "function_name": "prepare_img",
                    "line_number": 603,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'prepare_img' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\owlvit\\test_modeling_owlvit.py": {
            "file_path": "tests\\models\\owlvit\\test_modeling_owlvit.py",
            "findings": [
                {
                    "file_path": "tests\\models\\owlvit\\test_modeling_owlvit.py",
                    "function_name": "prepare_img",
                    "line_number": 596,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'prepare_img' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\paligemma\\test_modeling_paligemma.py": {
            "file_path": "tests\\models\\paligemma\\test_modeling_paligemma.py",
            "findings": [
                {
                    "file_path": "tests\\models\\paligemma\\test_modeling_paligemma.py",
                    "function_name": "PaliGemmaForConditionalGenerationIntegrationTest.test_small_model_integration_test",
                    "line_number": 340,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'PaliGemmaForConditionalGenerationIntegrationTest.test_small_model_integration_test' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\paligemma\\test_modeling_paligemma.py",
                    "function_name": "PaliGemmaForConditionalGenerationIntegrationTest.test_small_model_integration_test_multiimage",
                    "line_number": 361,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'PaliGemmaForConditionalGenerationIntegrationTest.test_small_model_integration_test_multiimage' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\paligemma\\test_modeling_paligemma.py",
                    "function_name": "PaliGemmaForConditionalGenerationIntegrationTest.test_small_model_integration_test_paligemma_VQA",
                    "line_number": 398,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'PaliGemmaForConditionalGenerationIntegrationTest.test_small_model_integration_test_paligemma_VQA' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\paligemma\\test_modeling_paligemma.py",
                    "function_name": "PaliGemmaForConditionalGenerationIntegrationTest.test_small_model_integration_test_paligemma_empty_prompt",
                    "line_number": 417,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'PaliGemmaForConditionalGenerationIntegrationTest.test_small_model_integration_test_paligemma_empty_prompt' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\paligemma\\test_modeling_paligemma.py",
                    "function_name": "PaliGemmaForConditionalGenerationIntegrationTest.test_small_model_integration_test_paligemma_batched",
                    "line_number": 437,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'PaliGemmaForConditionalGenerationIntegrationTest.test_small_model_integration_test_paligemma_batched' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\paligemma\\test_modeling_paligemma.py",
                    "function_name": "PaliGemmaForConditionalGenerationIntegrationTest.test_small_model_integration_test_paligemma_batched_bf16",
                    "line_number": 463,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'PaliGemmaForConditionalGenerationIntegrationTest.test_small_model_integration_test_paligemma_batched_bf16' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\paligemma\\test_modeling_paligemma.py",
                    "function_name": "PaliGemmaForConditionalGenerationIntegrationTest.test_small_model_integration_test_paligemma_batched_f16",
                    "line_number": 492,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'PaliGemmaForConditionalGenerationIntegrationTest.test_small_model_integration_test_paligemma_batched_f16' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\paligemma\\test_modeling_paligemma.py",
                    "function_name": "PaliGemmaForConditionalGenerationIntegrationTest.test_integration_detection_bug",
                    "line_number": 522,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'PaliGemmaForConditionalGenerationIntegrationTest.test_integration_detection_bug' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\paligemma\\test_modeling_paligemma.py",
                    "function_name": "PaliGemmaForConditionalGenerationIntegrationTest.test_paligemma_index_error_bug",
                    "line_number": 552,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'PaliGemmaForConditionalGenerationIntegrationTest.test_paligemma_index_error_bug' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\paligemma\\test_modeling_paligemma.py",
                    "function_name": "PaliGemmaForConditionalGenerationIntegrationTest.test_paligemma_finetuning_with_suffixes_bf16",
                    "line_number": 575,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'PaliGemmaForConditionalGenerationIntegrationTest.test_paligemma_finetuning_with_suffixes_bf16' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\perceiver\\test_tokenization_perceiver.py": {
            "file_path": "tests\\models\\perceiver\\test_tokenization_perceiver.py",
            "findings": [
                {
                    "file_path": "tests\\models\\perceiver\\test_tokenization_perceiver.py",
                    "function_name": "PerceiverTokenizationTest.test_save_and_load_tokenizer",
                    "line_number": 141,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'PerceiverTokenizationTest.test_save_and_load_tokenizer' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "tests\\models\\phi4_multimodal\\test_modeling_phi4_multimodal.py": {
            "file_path": "tests\\models\\phi4_multimodal\\test_modeling_phi4_multimodal.py",
            "findings": [
                {
                    "file_path": "tests\\models\\phi4_multimodal\\test_modeling_phi4_multimodal.py",
                    "function_name": "Phi4MultimodalIntegrationTest.setUp",
                    "line_number": 284,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'Phi4MultimodalIntegrationTest.setUp' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\phi4_multimodal\\test_modeling_phi4_multimodal.py",
                    "function_name": "Phi4MultimodalIntegrationTest.test_multi_image_vision_text_generation",
                    "line_number": 347,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'Phi4MultimodalIntegrationTest.test_multi_image_vision_text_generation' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\pix2struct\\test_modeling_pix2struct.py": {
            "file_path": "tests\\models\\pix2struct\\test_modeling_pix2struct.py",
            "findings": [
                {
                    "file_path": "tests\\models\\pix2struct\\test_modeling_pix2struct.py",
                    "function_name": "prepare_img",
                    "line_number": 651,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'prepare_img' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\pix2struct\\test_modeling_pix2struct.py",
                    "function_name": "Pix2StructIntegrationTest.test_batched_inference_image_captioning",
                    "line_number": 675,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'Pix2StructIntegrationTest.test_batched_inference_image_captioning' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\pix2struct\\test_modeling_pix2struct.py",
                    "function_name": "Pix2StructIntegrationTest.test_batched_inference_image_captioning_conditioned",
                    "line_number": 697,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'Pix2StructIntegrationTest.test_batched_inference_image_captioning_conditioned' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\pix2struct\\test_modeling_pix2struct.py",
                    "function_name": "Pix2StructIntegrationTest.test_vqa_model",
                    "line_number": 723,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'Pix2StructIntegrationTest.test_vqa_model' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\pix2struct\\test_modeling_pix2struct.py",
                    "function_name": "Pix2StructIntegrationTest.test_vqa_model_batched",
                    "line_number": 740,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'Pix2StructIntegrationTest.test_vqa_model_batched' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\pop2piano\\test_processing_pop2piano.py": {
            "file_path": "tests\\models\\pop2piano\\test_processing_pop2piano.py",
            "findings": [
                {
                    "file_path": "tests\\models\\pop2piano\\test_processing_pop2piano.py",
                    "function_name": "Pop2PianoProcessorTest.tearDownClass",
                    "line_number": 82,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'Pop2PianoProcessorTest.tearDownClass' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "tests\\models\\pop2piano\\test_tokenization_pop2piano.py": {
            "file_path": "tests\\models\\pop2piano\\test_tokenization_pop2piano.py",
            "findings": [
                {
                    "file_path": "tests\\models\\pop2piano\\test_tokenization_pop2piano.py",
                    "function_name": "Pop2PianoTokenizerTest.test_save_and_load_tokenizer",
                    "line_number": 201,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'Pop2PianoTokenizerTest.test_save_and_load_tokenizer' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "tests\\models\\prompt_depth_anything\\test_modeling_prompt_depth_anything.py": {
            "file_path": "tests\\models\\prompt_depth_anything\\test_modeling_prompt_depth_anything.py",
            "findings": [
                {
                    "file_path": "tests\\models\\prompt_depth_anything\\test_modeling_prompt_depth_anything.py",
                    "function_name": "prepare_img",
                    "line_number": 218,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'prepare_img' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\prompt_depth_anything\\test_modeling_prompt_depth_anything.py",
                    "function_name": "prepare_prompt_depth",
                    "line_number": 224,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'prepare_prompt_depth' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\qwen2_5_omni\\test_modeling_qwen2_5_omni.py": {
            "file_path": "tests\\models\\qwen2_5_omni\\test_modeling_qwen2_5_omni.py",
            "findings": [
                {
                    "file_path": "tests\\models\\qwen2_5_omni\\test_modeling_qwen2_5_omni.py",
                    "function_name": "Qwen2_5OmniModelIntegrationTest.setUp",
                    "line_number": 599,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'Qwen2_5OmniModelIntegrationTest.setUp' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\qwen2_vl\\test_modeling_qwen2_vl.py": {
            "file_path": "tests\\models\\qwen2_vl\\test_modeling_qwen2_vl.py",
            "findings": [
                {
                    "file_path": "tests\\models\\qwen2_vl\\test_modeling_qwen2_vl.py",
                    "function_name": "Qwen2VLIntegrationTest.setUp",
                    "line_number": 501,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'Qwen2VLIntegrationTest.setUp' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\qwen3_omni_moe\\test_modeling_qwen3_omni_moe.py": {
            "file_path": "tests\\models\\qwen3_omni_moe\\test_modeling_qwen3_omni_moe.py",
            "findings": [
                {
                    "file_path": "tests\\models\\qwen3_omni_moe\\test_modeling_qwen3_omni_moe.py",
                    "function_name": "Qwen3OmniModelIntegrationTest.setUp",
                    "line_number": 699,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'Qwen3OmniModelIntegrationTest.setUp' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\rag\\test_modeling_rag.py": {
            "file_path": "tests\\models\\rag\\test_modeling_rag.py",
            "findings": [
                {
                    "file_path": "tests\\models\\rag\\test_modeling_rag.py",
                    "function_name": "RagTestMixin.tearDown",
                    "line_number": 184,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'RagTestMixin.tearDown' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                },
                {
                    "file_path": "tests\\models\\rag\\test_modeling_rag.py",
                    "function_name": "RagModelIntegrationTests.setUpClass",
                    "line_number": 674,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'RagModelIntegrationTests.setUpClass' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\rag\\test_modeling_rag.py",
                    "function_name": "RagModelSaveLoadTests.setUpClass",
                    "line_number": 1048,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'RagModelSaveLoadTests.setUpClass' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\rag\\test_retrieval_rag.py": {
            "file_path": "tests\\models\\rag\\test_retrieval_rag.py",
            "findings": [
                {
                    "file_path": "tests\\models\\rag\\test_retrieval_rag.py",
                    "function_name": "RagRetrieverTest.tearDown",
                    "line_number": 104,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'RagRetrieverTest.tearDown' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "tests\\models\\rag\\test_tokenization_rag.py": {
            "file_path": "tests\\models\\rag\\test_tokenization_rag.py",
            "findings": [
                {
                    "file_path": "tests\\models\\rag\\test_tokenization_rag.py",
                    "function_name": "RagTokenizerTest.tearDown",
                    "line_number": 108,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'RagTokenizerTest.tearDown' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "tests\\models\\sam\\test_modeling_sam.py": {
            "file_path": "tests\\models\\sam\\test_modeling_sam.py",
            "findings": [
                {
                    "file_path": "tests\\models\\sam\\test_modeling_sam.py",
                    "function_name": "prepare_image",
                    "line_number": 675,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'prepare_image' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\sam\\test_modeling_sam.py",
                    "function_name": "prepare_dog_img",
                    "line_number": 681,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'prepare_dog_img' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\sam2\\test_modeling_sam2.py": {
            "file_path": "tests\\models\\sam2\\test_modeling_sam2.py",
            "findings": [
                {
                    "file_path": "tests\\models\\sam2\\test_modeling_sam2.py",
                    "function_name": "prepare_image",
                    "line_number": 732,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'prepare_image' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\sam2\\test_modeling_sam2.py",
                    "function_name": "prepare_groceries_image",
                    "line_number": 738,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'prepare_groceries_image' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\sam2\\test_modeling_sam2.py",
                    "function_name": "prepare_dog_img",
                    "line_number": 744,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'prepare_dog_img' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\sam2_video\\test_modeling_sam2_video.py": {
            "file_path": "tests\\models\\sam2_video\\test_modeling_sam2_video.py",
            "findings": [
                {
                    "file_path": "tests\\models\\sam2_video\\test_modeling_sam2_video.py",
                    "function_name": "prepare_image",
                    "line_number": 42,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'prepare_image' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\sam2_video\\test_modeling_sam2_video.py",
                    "function_name": "prepare_groceries_image",
                    "line_number": 48,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'prepare_groceries_image' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\sam2_video\\test_modeling_sam2_video.py",
                    "function_name": "prepare_dog_img",
                    "line_number": 54,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'prepare_dog_img' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\sam3_tracker\\test_modeling_sam3_tracker.py": {
            "file_path": "tests\\models\\sam3_tracker\\test_modeling_sam3_tracker.py",
            "findings": [
                {
                    "file_path": "tests\\models\\sam3_tracker\\test_modeling_sam3_tracker.py",
                    "function_name": "prepare_image",
                    "line_number": 493,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'prepare_image' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\sam3_tracker\\test_modeling_sam3_tracker.py",
                    "function_name": "prepare_groceries_image",
                    "line_number": 499,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'prepare_groceries_image' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\sam3_tracker\\test_modeling_sam3_tracker.py",
                    "function_name": "prepare_dog_img",
                    "line_number": 505,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'prepare_dog_img' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\sam3_tracker_video\\test_modeling_sam3_tracker_video.py": {
            "file_path": "tests\\models\\sam3_tracker_video\\test_modeling_sam3_tracker_video.py",
            "findings": [
                {
                    "file_path": "tests\\models\\sam3_tracker_video\\test_modeling_sam3_tracker_video.py",
                    "function_name": "prepare_image",
                    "line_number": 42,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'prepare_image' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\sam3_tracker_video\\test_modeling_sam3_tracker_video.py",
                    "function_name": "prepare_groceries_image",
                    "line_number": 48,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'prepare_groceries_image' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\sam3_tracker_video\\test_modeling_sam3_tracker_video.py",
                    "function_name": "prepare_dog_img",
                    "line_number": 54,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'prepare_dog_img' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\sam_hq\\test_modeling_sam_hq.py": {
            "file_path": "tests\\models\\sam_hq\\test_modeling_sam_hq.py",
            "findings": [
                {
                    "file_path": "tests\\models\\sam_hq\\test_modeling_sam_hq.py",
                    "function_name": "prepare_image",
                    "line_number": 769,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'prepare_image' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\sam_hq\\test_modeling_sam_hq.py",
                    "function_name": "prepare_dog_img",
                    "line_number": 775,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'prepare_dog_img' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\seamless_m4t\\test_processing_seamless_m4t.py": {
            "file_path": "tests\\models\\seamless_m4t\\test_processing_seamless_m4t.py",
            "findings": [
                {
                    "file_path": "tests\\models\\seamless_m4t\\test_processing_seamless_m4t.py",
                    "function_name": "SeamlessM4TProcessorTest.tearDown",
                    "line_number": 41,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'SeamlessM4TProcessorTest.tearDown' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "tests\\models\\siglip\\test_modeling_siglip.py": {
            "file_path": "tests\\models\\siglip\\test_modeling_siglip.py",
            "findings": [
                {
                    "file_path": "tests\\models\\siglip\\test_modeling_siglip.py",
                    "function_name": "prepare_img",
                    "line_number": 594,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'prepare_img' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\smolvlm\\test_modeling_smolvlm.py": {
            "file_path": "tests\\models\\smolvlm\\test_modeling_smolvlm.py",
            "findings": [
                {
                    "file_path": "tests\\models\\smolvlm\\test_modeling_smolvlm.py",
                    "function_name": "SmolVLMForConditionalGenerationIntegrationTest.setUp",
                    "line_number": 504,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'SmolVLMForConditionalGenerationIntegrationTest.setUp' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\speecht5\\test_processing_speecht5.py": {
            "file_path": "tests\\models\\speecht5\\test_processing_speecht5.py",
            "findings": [
                {
                    "file_path": "tests\\models\\speecht5\\test_processing_speecht5.py",
                    "function_name": "SpeechT5ProcessorTest.tearDownClass",
                    "line_number": 72,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'SpeechT5ProcessorTest.tearDownClass' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "tests\\models\\speech_to_text\\test_processing_speech_to_text.py": {
            "file_path": "tests\\models\\speech_to_text\\test_processing_speech_to_text.py",
            "findings": [
                {
                    "file_path": "tests\\models\\speech_to_text\\test_processing_speech_to_text.py",
                    "function_name": "Speech2TextProcessorTest.tearDownClass",
                    "line_number": 69,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'Speech2TextProcessorTest.tearDownClass' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "tests\\models\\t5gemma2\\test_modeling_t5gemma2.py": {
            "file_path": "tests\\models\\t5gemma2\\test_modeling_t5gemma2.py",
            "findings": [
                {
                    "file_path": "tests\\models\\t5gemma2\\test_modeling_t5gemma2.py",
                    "function_name": "T5Gemma2IntegrationTest.test_model_generation_270m",
                    "line_number": 1086,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'T5Gemma2IntegrationTest.test_model_generation_270m' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                },
                {
                    "file_path": "tests\\models\\t5gemma2\\test_modeling_t5gemma2.py",
                    "function_name": "T5Gemma2IntegrationTest.test_model_generation_batch_270m",
                    "line_number": 1107,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'T5Gemma2IntegrationTest.test_model_generation_batch_270m' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\tapas\\test_tokenization_tapas.py": {
            "file_path": "tests\\models\\tapas\\test_tokenization_tapas.py",
            "findings": [
                {
                    "file_path": "tests\\models\\tapas\\test_tokenization_tapas.py",
                    "function_name": "TapasTokenizationTest.test_save_and_load_tokenizer",
                    "line_number": 799,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'TapasTokenizationTest.test_save_and_load_tokenizer' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "tests\\models\\textnet\\test_modeling_textnet.py": {
            "file_path": "tests\\models\\textnet\\test_modeling_textnet.py",
            "findings": [
                {
                    "file_path": "tests\\models\\textnet\\test_modeling_textnet.py",
                    "function_name": "TextNetModelIntegrationTest.test_inference_no_head",
                    "line_number": 295,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'TextNetModelIntegrationTest.test_inference_no_head' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\udop\\test_tokenization_udop.py": {
            "file_path": "tests\\models\\udop\\test_tokenization_udop.py",
            "findings": [
                {
                    "file_path": "tests\\models\\udop\\test_tokenization_udop.py",
                    "function_name": "UdopTokenizationTest.test_save_sentencepiece_tokenizer",
                    "line_number": 206,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'UdopTokenizationTest.test_save_sentencepiece_tokenizer' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                },
                {
                    "file_path": "tests\\models\\udop\\test_tokenization_udop.py",
                    "function_name": "UdopTokenizationTest.test_save_and_load_tokenizer",
                    "line_number": 903,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'UdopTokenizationTest.test_save_and_load_tokenizer' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "tests\\models\\vibevoice_asr\\test_processing_vibevoice_asr.py": {
            "file_path": "tests\\models\\vibevoice_asr\\test_processing_vibevoice_asr.py",
            "findings": [
                {
                    "file_path": "tests\\models\\vibevoice_asr\\test_processing_vibevoice_asr.py",
                    "function_name": "VibeVoiceAsrProcessorTest.tearDownClass",
                    "line_number": 57,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'VibeVoiceAsrProcessorTest.tearDownClass' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "tests\\models\\video_llama_3\\test_image_processing_video_llama_3.py": {
            "file_path": "tests\\models\\video_llama_3\\test_image_processing_video_llama_3.py",
            "findings": [
                {
                    "file_path": "tests\\models\\video_llama_3\\test_image_processing_video_llama_3.py",
                    "function_name": "VideoLlama3ImageProcessingTest.test_backends_equivalence",
                    "line_number": 294,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'VideoLlama3ImageProcessingTest.test_backends_equivalence' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\video_llama_3\\test_modeling_video_llama_3.py": {
            "file_path": "tests\\models\\video_llama_3\\test_modeling_video_llama_3.py",
            "findings": [
                {
                    "file_path": "tests\\models\\video_llama_3\\test_modeling_video_llama_3.py",
                    "function_name": "VideoLlama3IntegrationTest.setUp",
                    "line_number": 788,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'VideoLlama3IntegrationTest.setUp' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\video_llava\\test_modeling_video_llava.py": {
            "file_path": "tests\\models\\video_llava\\test_modeling_video_llava.py",
            "findings": [
                {
                    "file_path": "tests\\models\\video_llava\\test_modeling_video_llava.py",
                    "function_name": "VideoLlavaForConditionalGenerationIntegrationTest.test_small_model_integration_test_mixed_inputs",
                    "line_number": 438,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'VideoLlavaForConditionalGenerationIntegrationTest.test_small_model_integration_test_mixed_inputs' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\vipllava\\test_modeling_vipllava.py": {
            "file_path": "tests\\models\\vipllava\\test_modeling_vipllava.py",
            "findings": [
                {
                    "file_path": "tests\\models\\vipllava\\test_modeling_vipllava.py",
                    "function_name": "VipLlavaForConditionalGenerationIntegrationTest.test_small_model_integration_test",
                    "line_number": 288,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'VipLlavaForConditionalGenerationIntegrationTest.test_small_model_integration_test' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\vitpose\\test_modeling_vitpose.py": {
            "file_path": "tests\\models\\vitpose\\test_modeling_vitpose.py",
            "findings": [
                {
                    "file_path": "tests\\models\\vitpose\\test_modeling_vitpose.py",
                    "function_name": "prepare_img",
                    "line_number": 224,
                    "check_name": "dangerous_api_call",
                    "category": "NETWORK_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'prepare_img' calls 'requests.get', classified as NETWORK_OPERATION.",
                    "evidence": "requests.get"
                }
            ]
        },
        "tests\\models\\vits\\test_tokenization_vits.py": {
            "file_path": "tests\\models\\vits\\test_tokenization_vits.py",
            "findings": [
                {
                    "file_path": "tests\\models\\vits\\test_tokenization_vits.py",
                    "function_name": "VitsTokenizerTest.test_save_and_load_tokenizer",
                    "line_number": 82,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'VitsTokenizerTest.test_save_and_load_tokenizer' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "tests\\models\\wav2vec2_with_lm\\test_processing_wav2vec2_with_lm.py": {
            "file_path": "tests\\models\\wav2vec2_with_lm\\test_processing_wav2vec2_with_lm.py",
            "findings": [
                {
                    "file_path": "tests\\models\\wav2vec2_with_lm\\test_processing_wav2vec2_with_lm.py",
                    "function_name": "Wav2Vec2ProcessorWithLMTest.tearDown",
                    "line_number": 91,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'Wav2Vec2ProcessorWithLMTest.tearDown' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "tests\\models\\whisper\\test_processing_whisper.py": {
            "file_path": "tests\\models\\whisper\\test_processing_whisper.py",
            "findings": [
                {
                    "file_path": "tests\\models\\whisper\\test_processing_whisper.py",
                    "function_name": "WhisperProcessorTest.tearDown",
                    "line_number": 50,
                    "check_name": "dangerous_api_call",
                    "category": "DELETE_OPERATION",
                    "severity": "BLOCK",
                    "detail": "Function 'WhisperProcessorTest.tearDown' calls 'shutil.rmtree', classified as DELETE_OPERATION.",
                    "evidence": "shutil.rmtree"
                }
            ]
        },
        "tests\\sagemaker\\scripts\\pytorch\\run_ddp.py": {
            "file_path": "tests\\sagemaker\\scripts\\pytorch\\run_ddp.py",
            "findings": [
                {
                    "file_path": "tests\\sagemaker\\scripts\\pytorch\\run_ddp.py",
                    "function_name": "main",
                    "line_number": 21,
                    "check_name": "dangerous_api_call",
                    "category": "PROCESS_OPERATION",
                    "severity": "REVIEW",
                    "detail": "Function 'main' calls 'subprocess.run', classified as PROCESS_OPERATION.",
                    "evidence": "subprocess.run"
                }
            ]
        }
    },
    "decision_pipeline_candidate_source": "token-overlap-fallback",
    "decision_pipeline_candidates": 1000,
    "decision_pipeline_analyzed": 1000,
    "decision_pipeline_safe": 109,
    "decision_pipeline_review": 427,
    "decision_pipeline_block": 464,
    "decision_pipeline_opposing_detected": 4,
    "decision_pipeline_errors": 0,
    "decision_pipeline_results": [
        {
            "file_path": "C:\\repos\\transformers\\conftest.py",
            "file_path_b": null,
            "function_a": "pytest_configure",
            "function_b": "pytest_collection_modifyitems",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.52,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\conftest.py",
            "file_path_b": null,
            "function_a": "pytest_configure",
            "function_b": "pytest_addoption",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.72,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\conftest.py",
            "file_path_b": null,
            "function_a": "pytest_configure",
            "function_b": "pytest_runtest_logreport",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.54,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\conftest.py",
            "file_path_b": null,
            "function_a": "pytest_configure",
            "function_b": "pytest_terminal_summary",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.63,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\conftest.py",
            "file_path_b": null,
            "function_a": "pytest_configure",
            "function_b": "pytest_sessionfinish",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.6,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\conftest.py",
            "file_path_b": null,
            "function_a": "pytest_collection_modifyitems",
            "function_b": "pytest_addoption",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.61,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 16,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\conftest.py",
            "file_path_b": null,
            "function_a": "pytest_collection_modifyitems",
            "function_b": "pytest_runtest_logreport",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.4,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 24,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\conftest.py",
            "file_path_b": null,
            "function_a": "pytest_collection_modifyitems",
            "function_b": "pytest_terminal_summary",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.48,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 21,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\conftest.py",
            "file_path_b": null,
            "function_a": "pytest_collection_modifyitems",
            "function_b": "pytest_sessionfinish",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.4,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 24,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\conftest.py",
            "file_path_b": null,
            "function_a": "pytest_addoption",
            "function_b": "pytest_runtest_logreport",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.48,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 21,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\conftest.py",
            "file_path_b": null,
            "function_a": "pytest_addoption",
            "function_b": "pytest_terminal_summary",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.63,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 15,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\conftest.py",
            "file_path_b": null,
            "function_a": "pytest_addoption",
            "function_b": "pytest_sessionfinish",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.58,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 17,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\conftest.py",
            "file_path_b": null,
            "function_a": "pytest_runtest_logreport",
            "function_b": "pytest_terminal_summary",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.57,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 17,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\conftest.py",
            "file_path_b": null,
            "function_a": "pytest_runtest_logreport",
            "function_b": "pytest_sessionfinish",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.54,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 18,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\conftest.py",
            "file_path_b": null,
            "function_a": "pytest_terminal_summary",
            "function_b": "pytest_sessionfinish",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.61,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 16,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\.circleci\\parse_test_outputs.py",
            "file_path_b": null,
            "function_a": "parse_pytest_output",
            "function_b": "parse_pytest_failure_output",
            "semantic_decision": "SAFE",
            "semantic_score": 0.89,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 34,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\.circleci\\parse_test_outputs.py",
            "file_path_b": null,
            "function_a": "parse_pytest_output",
            "function_b": "parse_pytest_errors_output",
            "semantic_decision": "SAFE",
            "semantic_score": 0.89,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 34,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\.circleci\\parse_test_outputs.py",
            "file_path_b": null,
            "function_a": "parse_pytest_failure_output",
            "function_b": "parse_pytest_errors_output",
            "semantic_decision": "SAFE",
            "semantic_score": 0.94,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 32,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\benchmark\\benchmarks_entrypoint.py",
            "file_path_b": null,
            "function_a": "create_database_connection",
            "function_b": "create_global_metrics_recorder",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.14,
            "behavioral_tags_a": [
                "DATABASE_OPERATION"
            ],
            "behavioral_tags_b": [
                "OBJECT_CREATION",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "HIGH",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 100,
            "fusion_risk_level": "CRITICAL",
            "fusion_opposing_detected": false,
            "governance_action": "FREEZE_PATCH",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\scripts\\check_tokenizers.py",
            "file_path_b": null,
            "function_a": "check_diff",
            "function_b": "check_LTR_mark",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.34,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\scripts\\check_tokenizers.py",
            "file_path_b": null,
            "function_a": "check_diff",
            "function_b": "check_details",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.49,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\scripts\\check_tokenizers.py",
            "file_path_b": null,
            "function_a": "check_LTR_mark",
            "function_b": "check_details",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.26,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\tests\\causal_lm_tester.py",
            "file_path_b": null,
            "function_a": "_config_supports_rope_scaling",
            "function_b": "_set_config_rope_params",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.69,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 42,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\tests\\test_image_processing_common.py",
            "file_path_b": null,
            "function_a": "prepare_image_inputs",
            "function_b": "prepare_video",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.42,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 53,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\tests\\test_image_processing_common.py",
            "file_path_b": null,
            "function_a": "prepare_image_inputs",
            "function_b": "prepare_video_inputs",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.65,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 44,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\tests\\test_image_processing_common.py",
            "file_path_b": null,
            "function_a": "prepare_video",
            "function_b": "prepare_video_inputs",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.8,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 38,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\tests\\test_modeling_common.py",
            "file_path_b": null,
            "function_a": "_config_zero_init",
            "function_b": "_mock_init_weights",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.34,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\tests\\test_modeling_common.py",
            "file_path_b": null,
            "function_a": "_config_zero_init",
            "function_b": "_mock_all_init_weights",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.35,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 26,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\tests\\test_modeling_common.py",
            "file_path_b": null,
            "function_a": "_config_zero_init",
            "function_b": "seeded_weight_init",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.31,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\tests\\test_modeling_common.py",
            "file_path_b": null,
            "function_a": "_config_zero_init",
            "function_b": "skip_weight_init",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.4,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\tests\\test_modeling_common.py",
            "file_path_b": null,
            "function_a": "_mock_init_weights",
            "function_b": "_mock_all_init_weights",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.96,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 2,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\tests\\test_modeling_common.py",
            "file_path_b": null,
            "function_a": "_mock_init_weights",
            "function_b": "seeded_weight_init",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.62,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\tests\\test_modeling_common.py",
            "file_path_b": null,
            "function_a": "_mock_init_weights",
            "function_b": "skip_weight_init",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.6,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\tests\\test_modeling_common.py",
            "file_path_b": null,
            "function_a": "_mock_all_init_weights",
            "function_b": "seeded_weight_init",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.62,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\tests\\test_modeling_common.py",
            "file_path_b": null,
            "function_a": "_mock_all_init_weights",
            "function_b": "skip_weight_init",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.6,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\tests\\test_modeling_common.py",
            "file_path_b": null,
            "function_a": "seeded_weight_init",
            "function_b": "skip_weight_init",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.68,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 12,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\tests\\test_modeling_common.py",
            "file_path_b": null,
            "function_a": "ids_tensor",
            "function_b": "floats_tensor",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.55,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 48,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\tests\\test_pipeline_mixin.py",
            "file_path_b": null,
            "function_a": "get_arg_names_from_hub_spec",
            "function_b": "parse_args_from_docstring_by_indentation",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.29,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\tests\\test_pipeline_mixin.py",
            "file_path_b": null,
            "function_a": "get_arg_names_from_hub_spec",
            "function_b": "compare_pipeline_args_to_hub_spec",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.62,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "DELETE_OPERATION",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "HIGH",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 100,
            "fusion_risk_level": "CRITICAL",
            "fusion_opposing_detected": false,
            "governance_action": "FREEZE_PATCH",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\tests\\test_pipeline_mixin.py",
            "file_path_b": null,
            "function_a": "parse_args_from_docstring_by_indentation",
            "function_b": "compare_pipeline_args_to_hub_spec",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.26,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "DELETE_OPERATION",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "HIGH",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 100,
            "fusion_risk_level": "CRITICAL",
            "fusion_opposing_detected": false,
            "governance_action": "FREEZE_PATCH",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\tests\\test_tensor_parallel_mixin.py",
            "file_path_b": null,
            "function_a": "_load_tp_and_reference_models",
            "function_b": "_load_ep_and_reference_models",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.73,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 11,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\tests\\test_tokenization_common.py",
            "file_path_b": null,
            "function_a": "filter_non_english",
            "function_b": "filter_roberta_detectors",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.33,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\tests\\test_video_processing_common.py",
            "file_path_b": null,
            "function_a": "prepare_video",
            "function_b": "prepare_video_inputs",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.8,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 38,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_dates.py",
            "file_path_b": null,
            "function_a": "check_file_exists_on_github",
            "function_b": "check_missing_dates",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.31,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_dates.py",
            "file_path_b": null,
            "function_a": "check_file_exists_on_github",
            "function_b": "check_incorrect_dates",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.23,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 61,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_dates.py",
            "file_path_b": null,
            "function_a": "get_modified_cards",
            "function_b": "get_paper_link",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.12,
            "behavioral_tags_a": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_dates.py",
            "file_path_b": null,
            "function_a": "get_modified_cards",
            "function_b": "get_first_commit_date",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.22,
            "behavioral_tags_a": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_dates.py",
            "file_path_b": null,
            "function_a": "get_modified_cards",
            "function_b": "get_release_date",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.17,
            "behavioral_tags_a": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_dates.py",
            "file_path_b": null,
            "function_a": "get_modified_cards",
            "function_b": "_get_dates_pattern_match",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.15,
            "behavioral_tags_a": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_dates.py",
            "file_path_b": null,
            "function_a": "get_modified_cards",
            "function_b": "get_all_model_cards",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.55,
            "behavioral_tags_a": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 48,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_dates.py",
            "file_path_b": null,
            "function_a": "get_paper_link",
            "function_b": "get_first_commit_date",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.12,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_dates.py",
            "file_path_b": null,
            "function_a": "get_paper_link",
            "function_b": "get_release_date",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.2,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_dates.py",
            "file_path_b": null,
            "function_a": "get_paper_link",
            "function_b": "replace_paper_links",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.71,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 42,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_dates.py",
            "file_path_b": null,
            "function_a": "get_paper_link",
            "function_b": "_get_dates_pattern_match",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.05,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_dates.py",
            "file_path_b": null,
            "function_a": "get_paper_link",
            "function_b": "get_all_model_cards",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.25,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_dates.py",
            "file_path_b": null,
            "function_a": "get_first_commit_date",
            "function_b": "get_release_date",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.48,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_dates.py",
            "file_path_b": null,
            "function_a": "get_first_commit_date",
            "function_b": "_get_dates_pattern_match",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.37,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_dates.py",
            "file_path_b": null,
            "function_a": "get_first_commit_date",
            "function_b": "get_all_model_cards",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.16,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_dates.py",
            "file_path_b": null,
            "function_a": "get_release_date",
            "function_b": "_get_dates_pattern_match",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.4,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_dates.py",
            "file_path_b": null,
            "function_a": "get_release_date",
            "function_b": "get_all_model_cards",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.23,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_dates.py",
            "file_path_b": null,
            "function_a": "_normalize_model_card_name",
            "function_b": "_should_skip_model_card",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.49,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 20,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_dates.py",
            "file_path_b": null,
            "function_a": "_normalize_model_card_name",
            "function_b": "_read_model_card_content",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.59,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_dates.py",
            "file_path_b": null,
            "function_a": "_normalize_model_card_name",
            "function_b": "get_all_model_cards",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.57,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_dates.py",
            "file_path_b": null,
            "function_a": "_should_skip_model_card",
            "function_b": "_read_model_card_content",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.6,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_dates.py",
            "file_path_b": null,
            "function_a": "_should_skip_model_card",
            "function_b": "get_all_model_cards",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.65,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_dates.py",
            "file_path_b": null,
            "function_a": "_read_model_card_content",
            "function_b": "get_all_model_cards",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.7,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 42,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_dates.py",
            "file_path_b": null,
            "function_a": "_get_dates_pattern_match",
            "function_b": "_dates_differ_significantly",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.52,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 19,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_dates.py",
            "file_path_b": null,
            "function_a": "_get_dates_pattern_match",
            "function_b": "check_missing_dates",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.53,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 49,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_dates.py",
            "file_path_b": null,
            "function_a": "_get_dates_pattern_match",
            "function_b": "check_incorrect_dates",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.55,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_dates.py",
            "file_path_b": null,
            "function_a": "_get_dates_pattern_match",
            "function_b": "insert_dates",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.4,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_dates.py",
            "file_path_b": null,
            "function_a": "_get_dates_pattern_match",
            "function_b": "get_all_model_cards",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.17,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_dates.py",
            "file_path_b": null,
            "function_a": "_dates_differ_significantly",
            "function_b": "check_missing_dates",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.51,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 50,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_dates.py",
            "file_path_b": null,
            "function_a": "_dates_differ_significantly",
            "function_b": "check_incorrect_dates",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.62,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_dates.py",
            "file_path_b": null,
            "function_a": "_dates_differ_significantly",
            "function_b": "insert_dates",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.53,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_dates.py",
            "file_path_b": null,
            "function_a": "check_missing_dates",
            "function_b": "check_incorrect_dates",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.8,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 38,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_dates.py",
            "file_path_b": null,
            "function_a": "check_missing_dates",
            "function_b": "insert_dates",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.57,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_dates.py",
            "file_path_b": null,
            "function_a": "check_incorrect_dates",
            "function_b": "insert_dates",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.58,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_pipeline_model_mapping_to_test.py",
            "file_path_b": null,
            "function_a": "get_mapping_for_task",
            "function_b": "get_model_for_pipeline_test",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.32,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_pipeline_model_mapping_to_test.py",
            "file_path_b": null,
            "function_a": "get_mapping_for_task",
            "function_b": "get_pipeline_model_mapping",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.53,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 19,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_pipeline_model_mapping_to_test.py",
            "file_path_b": null,
            "function_a": "get_mapping_for_task",
            "function_b": "get_pipeline_model_mapping_string",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.52,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_pipeline_model_mapping_to_test.py",
            "file_path_b": null,
            "function_a": "get_mapping_for_task",
            "function_b": "add_pipeline_model_mapping",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.43,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_pipeline_model_mapping_to_test.py",
            "file_path_b": null,
            "function_a": "get_mapping_for_task",
            "function_b": "add_pipeline_model_mapping_to_test_file",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.36,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_pipeline_model_mapping_to_test.py",
            "file_path_b": null,
            "function_a": "get_model_for_pipeline_test",
            "function_b": "get_pipeline_model_mapping",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.82,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 7,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_pipeline_model_mapping_to_test.py",
            "file_path_b": null,
            "function_a": "get_model_for_pipeline_test",
            "function_b": "get_pipeline_model_mapping_string",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.78,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_pipeline_model_mapping_to_test.py",
            "file_path_b": null,
            "function_a": "get_model_for_pipeline_test",
            "function_b": "is_valid_test_class",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.27,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_pipeline_model_mapping_to_test.py",
            "file_path_b": null,
            "function_a": "get_model_for_pipeline_test",
            "function_b": "find_test_class",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.39,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_pipeline_model_mapping_to_test.py",
            "file_path_b": null,
            "function_a": "get_model_for_pipeline_test",
            "function_b": "add_pipeline_model_mapping",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.66,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 44,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_pipeline_model_mapping_to_test.py",
            "file_path_b": null,
            "function_a": "get_model_for_pipeline_test",
            "function_b": "add_pipeline_model_mapping_to_test_file",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.78,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 8,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_pipeline_model_mapping_to_test.py",
            "file_path_b": null,
            "function_a": "get_pipeline_model_mapping",
            "function_b": "get_pipeline_model_mapping_string",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.92,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 33,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_pipeline_model_mapping_to_test.py",
            "file_path_b": null,
            "function_a": "get_pipeline_model_mapping",
            "function_b": "add_pipeline_model_mapping",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.86,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 36,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_pipeline_model_mapping_to_test.py",
            "file_path_b": null,
            "function_a": "get_pipeline_model_mapping",
            "function_b": "add_pipeline_model_mapping_to_test_file",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.74,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 10,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_pipeline_model_mapping_to_test.py",
            "file_path_b": null,
            "function_a": "get_pipeline_model_mapping_string",
            "function_b": "add_pipeline_model_mapping",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.75,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_pipeline_model_mapping_to_test.py",
            "file_path_b": null,
            "function_a": "get_pipeline_model_mapping_string",
            "function_b": "add_pipeline_model_mapping_to_test_file",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.69,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 42,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_pipeline_model_mapping_to_test.py",
            "file_path_b": null,
            "function_a": "is_valid_test_class",
            "function_b": "find_test_class",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.67,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_pipeline_model_mapping_to_test.py",
            "file_path_b": null,
            "function_a": "is_valid_test_class",
            "function_b": "add_pipeline_model_mapping_to_test_file",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.21,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_pipeline_model_mapping_to_test.py",
            "file_path_b": null,
            "function_a": "find_test_class",
            "function_b": "find_block_ending",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.29,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_pipeline_model_mapping_to_test.py",
            "file_path_b": null,
            "function_a": "find_test_class",
            "function_b": "add_pipeline_model_mapping_to_test_file",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.25,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\add_pipeline_model_mapping_to_test.py",
            "file_path_b": null,
            "function_a": "add_pipeline_model_mapping",
            "function_b": "add_pipeline_model_mapping_to_test_file",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.81,
            "behavioral_tags_a": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 37,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\checkers.py",
            "file_path_b": null,
            "function_a": "get_checker_cache_globs",
            "function_b": "run_deps_table_checker",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.27,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\checkers.py",
            "file_path_b": null,
            "function_a": "get_checker_cache_globs",
            "function_b": "run_imports_checker",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.28,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\checkers.py",
            "file_path_b": null,
            "function_a": "get_checker_cache_globs",
            "function_b": "get_checker_command",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.52,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\checkers.py",
            "file_path_b": null,
            "function_a": "get_checker_cache_globs",
            "function_b": "run_checker",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.4,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\checkers.py",
            "file_path_b": null,
            "function_a": "format_elapsed",
            "function_b": "run_ruff_format",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.35,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 26,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\checkers.py",
            "file_path_b": null,
            "function_a": "_run_cmd",
            "function_b": "run_deps_table_checker",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.18,
            "behavioral_tags_a": [
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\checkers.py",
            "file_path_b": null,
            "function_a": "_run_cmd",
            "function_b": "run_imports_checker",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.3,
            "behavioral_tags_a": [
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\checkers.py",
            "file_path_b": null,
            "function_a": "_run_cmd",
            "function_b": "run_ruff_check",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.22,
            "behavioral_tags_a": [
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\checkers.py",
            "file_path_b": null,
            "function_a": "_run_cmd",
            "function_b": "run_ruff_format",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.24,
            "behavioral_tags_a": [
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\checkers.py",
            "file_path_b": null,
            "function_a": "_run_cmd",
            "function_b": "run_checker",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.45,
            "behavioral_tags_a": [
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 52,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\checkers.py",
            "file_path_b": null,
            "function_a": "run_deps_table_checker",
            "function_b": "run_imports_checker",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.36,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\checkers.py",
            "file_path_b": null,
            "function_a": "run_deps_table_checker",
            "function_b": "run_ruff_check",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.32,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\checkers.py",
            "file_path_b": null,
            "function_a": "run_deps_table_checker",
            "function_b": "run_ruff_format",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.13,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\checkers.py",
            "file_path_b": null,
            "function_a": "run_deps_table_checker",
            "function_b": "get_checker_command",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.43,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\checkers.py",
            "file_path_b": null,
            "function_a": "run_deps_table_checker",
            "function_b": "run_checker",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.49,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\checkers.py",
            "file_path_b": null,
            "function_a": "run_imports_checker",
            "function_b": "run_ruff_check",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.36,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 26,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\checkers.py",
            "file_path_b": null,
            "function_a": "run_imports_checker",
            "function_b": "run_ruff_format",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.22,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\checkers.py",
            "file_path_b": null,
            "function_a": "run_imports_checker",
            "function_b": "get_checker_command",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.52,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\checkers.py",
            "file_path_b": null,
            "function_a": "run_imports_checker",
            "function_b": "run_checker",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.64,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 14,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\checkers.py",
            "file_path_b": null,
            "function_a": "run_ruff_check",
            "function_b": "run_ruff_format",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.7,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 12,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\checkers.py",
            "file_path_b": null,
            "function_a": "run_ruff_check",
            "function_b": "run_checker",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.53,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 19,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\checkers.py",
            "file_path_b": null,
            "function_a": "run_ruff_format",
            "function_b": "run_checker",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.21,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\checkers.py",
            "file_path_b": null,
            "function_a": "get_checker_command",
            "function_b": "run_checker",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.67,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_auto.py",
            "file_path_b": null,
            "function_a": "build_config_mapping_names",
            "function_b": "build_image_processor_mapping",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.46,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 52,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_auto.py",
            "file_path_b": null,
            "function_a": "build_config_mapping_names",
            "function_b": "build_video_processor_mapping",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.43,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 53,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_auto.py",
            "file_path_b": null,
            "function_a": "build_image_processor_mapping",
            "function_b": "build_video_processor_mapping",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.83,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 37,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_auto.py",
            "file_path_b": null,
            "function_a": "format_dict_value",
            "function_b": "format_ordered_dict",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.76,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_bad_commit.py",
            "file_path_b": null,
            "function_a": "is_bad_commit",
            "function_b": "find_bad_commit",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.87,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 35,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_bad_commit.py",
            "file_path_b": null,
            "function_a": "is_bad_commit",
            "function_b": "get_commit_info",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.54,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_bad_commit.py",
            "file_path_b": null,
            "function_a": "find_bad_commit",
            "function_b": "get_commit_info",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.59,
            "behavioral_tags_a": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_config_attributes.py",
            "file_path_b": null,
            "function_a": "check_attribute_being_used",
            "function_b": "check_config_attributes_being_used",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.67,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 43,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_config_attributes.py",
            "file_path_b": null,
            "function_a": "check_attribute_being_used",
            "function_b": "check_config_attributes",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.61,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_config_attributes.py",
            "file_path_b": null,
            "function_a": "check_config_attributes_being_used",
            "function_b": "check_config_attributes",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.96,
            "behavioral_tags_a": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 32,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_config_docstrings.py",
            "file_path_b": null,
            "function_a": "get_checkpoint_from_config_class",
            "function_b": "check_config_docstrings_have_checkpoints",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.64,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_copies.py",
            "file_path_b": null,
            "function_a": "_sanity_check_splits",
            "function_b": "find_code_and_splits",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.53,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 49,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_copies.py",
            "file_path_b": null,
            "function_a": "_sanity_check_splits",
            "function_b": "check_codes_match",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.25,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_copies.py",
            "file_path_b": null,
            "function_a": "_sanity_check_splits",
            "function_b": "check_copies",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.18,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 63,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_copies.py",
            "file_path_b": null,
            "function_a": "find_block_end",
            "function_b": "find_code_in_transformers",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.33,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_copies.py",
            "file_path_b": null,
            "function_a": "find_block_end",
            "function_b": "find_code_and_splits",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.43,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_copies.py",
            "file_path_b": null,
            "function_a": "split_code_into_blocks",
            "function_b": "find_code_in_transformers",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.32,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_copies.py",
            "file_path_b": null,
            "function_a": "split_code_into_blocks",
            "function_b": "replace_code",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.44,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 52,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_copies.py",
            "file_path_b": null,
            "function_a": "split_code_into_blocks",
            "function_b": "find_code_and_splits",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.66,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_copies.py",
            "file_path_b": null,
            "function_a": "find_code_in_transformers",
            "function_b": "replace_code",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.43,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_copies.py",
            "file_path_b": null,
            "function_a": "find_code_in_transformers",
            "function_b": "find_code_and_splits",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.58,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 47,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_copies.py",
            "file_path_b": null,
            "function_a": "replace_code",
            "function_b": "find_code_and_splits",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.41,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_copies.py",
            "file_path_b": null,
            "function_a": "get_indent",
            "function_b": "get_model_list",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.12,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_copies.py",
            "file_path_b": null,
            "function_a": "check_codes_match",
            "function_b": "check_copies",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.42,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "_get_auto_docstring_names",
            "function_b": "has_auto_docstring_decorator",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.66,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 44,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "_get_auto_docstring_names",
            "function_b": "get_default_description",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.4,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "_get_auto_docstring_names",
            "function_b": "match_docstring_with_signature",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.55,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "_get_auto_docstring_names",
            "function_b": "fix_docstring",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.59,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 46,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "_get_auto_docstring_names",
            "function_b": "_find_docstring_end_line",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.63,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "_get_auto_docstring_names",
            "function_b": "_is_auto_docstring_decorator",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.63,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "_get_auto_docstring_names",
            "function_b": "find_files_with_auto_docstring",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.71,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 42,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "_get_auto_docstring_names",
            "function_b": "get_args_in_dataclass",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.26,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "DELETE_OPERATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "HIGH",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 100,
            "fusion_risk_level": "CRITICAL",
            "fusion_opposing_detected": false,
            "governance_action": "FREEZE_PATCH",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "_get_auto_docstring_names",
            "function_b": "_normalize_docstring_code_fences",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.49,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "_get_auto_docstring_names",
            "function_b": "_node_has_docstring",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.47,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "_get_auto_docstring_names",
            "function_b": "generate_new_docstring_for_signature",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.56,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 47,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "_get_auto_docstring_names",
            "function_b": "generate_new_docstring_for_function",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.58,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "_get_auto_docstring_names",
            "function_b": "generate_new_docstring_for_class",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.61,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 46,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "_get_auto_docstring_names",
            "function_b": "check_auto_docstrings",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.79,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 38,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "has_auto_docstring_decorator",
            "function_b": "match_docstring_with_signature",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.46,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "has_auto_docstring_decorator",
            "function_b": "fix_docstring",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.65,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 44,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "has_auto_docstring_decorator",
            "function_b": "_find_docstring_end_line",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.51,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "has_auto_docstring_decorator",
            "function_b": "_is_auto_docstring_decorator",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.95,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 2,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "has_auto_docstring_decorator",
            "function_b": "find_files_with_auto_docstring",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.56,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 47,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "has_auto_docstring_decorator",
            "function_b": "_normalize_docstring_code_fences",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.57,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "has_auto_docstring_decorator",
            "function_b": "_node_has_docstring",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.5,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "has_auto_docstring_decorator",
            "function_b": "generate_new_docstring_for_signature",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.55,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 48,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "has_auto_docstring_decorator",
            "function_b": "generate_new_docstring_for_function",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.57,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "has_auto_docstring_decorator",
            "function_b": "generate_new_docstring_for_class",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.6,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 16,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "has_auto_docstring_decorator",
            "function_b": "check_auto_docstrings",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.76,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "find_indent",
            "function_b": "find_source_file",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.14,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "find_indent",
            "function_b": "_find_docstring_end_line",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.3,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "find_indent",
            "function_b": "find_matching_model_files",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.1,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "find_indent",
            "function_b": "find_files_with_auto_docstring",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.14,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "find_indent",
            "function_b": "_find_corresponding_modular_file",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.12,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "find_indent",
            "function_b": "_find_typed_dict_classes",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.2,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "stringify_default",
            "function_b": "replace_default_in_arg_description",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.39,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 24,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "stringify_default",
            "function_b": "get_default_description",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.36,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 26,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "eval_math_expression",
            "function_b": "eval_node",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.52,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 19,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "eval_node",
            "function_b": "_node_has_docstring",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.41,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 24,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "replace_default_in_arg_description",
            "function_b": "get_default_description",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.67,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 13,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "get_default_description",
            "function_b": "get_args_in_dataclass",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.19,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "DELETE_OPERATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "HIGH",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 100,
            "fusion_risk_level": "CRITICAL",
            "fusion_opposing_detected": false,
            "governance_action": "FREEZE_PATCH",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "find_source_file",
            "function_b": "_find_docstring_end_line",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.4,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "find_source_file",
            "function_b": "find_matching_model_files",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.55,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 48,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "find_source_file",
            "function_b": "find_files_with_auto_docstring",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.48,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 51,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "find_source_file",
            "function_b": "_find_corresponding_modular_file",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.56,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 47,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "find_source_file",
            "function_b": "_find_typed_dict_classes",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.24,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "find_source_file",
            "function_b": "update_file_with_new_docstrings",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.28,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "match_docstring_with_signature",
            "function_b": "fix_docstring",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.56,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "match_docstring_with_signature",
            "function_b": "_find_docstring_end_line",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.58,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 47,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "match_docstring_with_signature",
            "function_b": "_is_auto_docstring_decorator",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.42,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 53,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "match_docstring_with_signature",
            "function_b": "find_files_with_auto_docstring",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.53,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "match_docstring_with_signature",
            "function_b": "_normalize_docstring_code_fences",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.49,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "match_docstring_with_signature",
            "function_b": "_node_has_docstring",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.5,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 50,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "match_docstring_with_signature",
            "function_b": "generate_new_docstring_for_signature",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.77,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "match_docstring_with_signature",
            "function_b": "generate_new_docstring_for_function",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.51,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 50,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "match_docstring_with_signature",
            "function_b": "generate_new_docstring_for_class",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.52,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "match_docstring_with_signature",
            "function_b": "update_file_with_new_docstrings",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.47,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "fix_docstring",
            "function_b": "_find_docstring_end_line",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.67,
            "behavioral_tags_a": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "fix_docstring",
            "function_b": "_is_auto_docstring_decorator",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.58,
            "behavioral_tags_a": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "fix_docstring",
            "function_b": "find_files_with_auto_docstring",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.56,
            "behavioral_tags_a": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 47,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "fix_docstring",
            "function_b": "_normalize_docstring_code_fences",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.6,
            "behavioral_tags_a": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "fix_docstring",
            "function_b": "_node_has_docstring",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.65,
            "behavioral_tags_a": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "fix_docstring",
            "function_b": "generate_new_docstring_for_signature",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.57,
            "behavioral_tags_a": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 47,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "fix_docstring",
            "function_b": "generate_new_docstring_for_function",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.62,
            "behavioral_tags_a": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "fix_docstring",
            "function_b": "generate_new_docstring_for_class",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.64,
            "behavioral_tags_a": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 44,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "_find_docstring_end_line",
            "function_b": "_is_auto_docstring_decorator",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.45,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 22,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "_find_docstring_end_line",
            "function_b": "find_matching_model_files",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.33,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "_find_docstring_end_line",
            "function_b": "find_files_with_auto_docstring",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.67,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "_find_docstring_end_line",
            "function_b": "_normalize_docstring_code_fences",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.5,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "_find_docstring_end_line",
            "function_b": "_find_corresponding_modular_file",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.3,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "_find_docstring_end_line",
            "function_b": "_node_has_docstring",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.58,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 17,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "_find_docstring_end_line",
            "function_b": "generate_new_docstring_for_signature",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.49,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "_find_docstring_end_line",
            "function_b": "generate_new_docstring_for_function",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.54,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 18,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "_find_docstring_end_line",
            "function_b": "generate_new_docstring_for_class",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.53,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "_find_docstring_end_line",
            "function_b": "_find_typed_dict_classes",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.26,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "_is_auto_docstring_decorator",
            "function_b": "find_files_with_auto_docstring",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.53,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "_is_auto_docstring_decorator",
            "function_b": "_normalize_docstring_code_fences",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.54,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "_is_auto_docstring_decorator",
            "function_b": "_node_has_docstring",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.44,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 22,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "_is_auto_docstring_decorator",
            "function_b": "generate_new_docstring_for_signature",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.49,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "_is_auto_docstring_decorator",
            "function_b": "generate_new_docstring_for_function",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.52,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 19,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "_is_auto_docstring_decorator",
            "function_b": "generate_new_docstring_for_class",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.56,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "_is_auto_docstring_decorator",
            "function_b": "check_auto_docstrings",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.72,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "_extract_function_args",
            "function_b": "get_args_in_dataclass",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.47,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "DELETE_OPERATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "HIGH",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 81,
            "fusion_risk_level": "CRITICAL",
            "fusion_opposing_detected": false,
            "governance_action": "FREEZE_PATCH",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "_extract_function_args",
            "function_b": "generate_new_docstring_for_function",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.38,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 25,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "_extract_function_args",
            "function_b": "_extract_type_name",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.51,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 20,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "find_matching_model_files",
            "function_b": "find_files_with_auto_docstring",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.48,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 51,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "find_matching_model_files",
            "function_b": "_find_corresponding_modular_file",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.53,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 49,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "find_matching_model_files",
            "function_b": "_find_typed_dict_classes",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.31,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "find_files_with_auto_docstring",
            "function_b": "_normalize_docstring_code_fences",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.43,
            "behavioral_tags_a": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "find_files_with_auto_docstring",
            "function_b": "_find_corresponding_modular_file",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.38,
            "behavioral_tags_a": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 55,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "find_files_with_auto_docstring",
            "function_b": "_node_has_docstring",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.45,
            "behavioral_tags_a": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "find_files_with_auto_docstring",
            "function_b": "generate_new_docstring_for_signature",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.41,
            "behavioral_tags_a": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 54,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "find_files_with_auto_docstring",
            "function_b": "generate_new_docstring_for_function",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.44,
            "behavioral_tags_a": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "find_files_with_auto_docstring",
            "function_b": "generate_new_docstring_for_class",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.45,
            "behavioral_tags_a": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 52,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "find_files_with_auto_docstring",
            "function_b": "_find_typed_dict_classes",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.27,
            "behavioral_tags_a": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "find_files_with_auto_docstring",
            "function_b": "update_file_with_new_docstrings",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.53,
            "behavioral_tags_a": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 49,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "find_files_with_auto_docstring",
            "function_b": "check_auto_docstrings",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.72,
            "behavioral_tags_a": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 41,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "_normalize_docstring_code_fences",
            "function_b": "_node_has_docstring",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.44,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "_normalize_docstring_code_fences",
            "function_b": "generate_new_docstring_for_signature",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.51,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "_normalize_docstring_code_fences",
            "function_b": "generate_new_docstring_for_function",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.53,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "_normalize_docstring_code_fences",
            "function_b": "generate_new_docstring_for_class",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.52,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "_find_corresponding_modular_file",
            "function_b": "_propagate_fixes_to_modular",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.51,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 50,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "_find_corresponding_modular_file",
            "function_b": "_find_typed_dict_classes",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.26,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "_find_corresponding_modular_file",
            "function_b": "update_file_with_new_docstrings",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.21,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "_node_has_docstring",
            "function_b": "generate_new_docstring_for_signature",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.48,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "_node_has_docstring",
            "function_b": "generate_new_docstring_for_function",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.52,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 19,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "_node_has_docstring",
            "function_b": "generate_new_docstring_for_class",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.51,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "generate_new_docstring_for_signature",
            "function_b": "generate_new_docstring_for_function",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.73,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 41,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "generate_new_docstring_for_signature",
            "function_b": "generate_new_docstring_for_class",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.74,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "generate_new_docstring_for_signature",
            "function_b": "update_file_with_new_docstrings",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.58,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 47,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "generate_new_docstring_for_function",
            "function_b": "generate_new_docstring_for_class",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.8,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 8,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "generate_new_docstring_for_function",
            "function_b": "update_file_with_new_docstrings",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.61,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "generate_new_docstring_for_class",
            "function_b": "update_file_with_new_docstrings",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.65,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 44,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "_find_typed_dict_classes",
            "function_b": "_process_typed_dict_docstrings",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.62,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "_process_typed_dict_docstrings",
            "function_b": "update_file_with_new_docstrings",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.46,
            "behavioral_tags_a": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 52,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "_process_typed_dict_docstrings",
            "function_b": "check_auto_docstrings",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.46,
            "behavioral_tags_a": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 52,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "_process_typed_dict_docstrings",
            "function_b": "check_docstrings",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.5,
            "behavioral_tags_a": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "update_file_with_new_docstrings",
            "function_b": "check_auto_docstrings",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.48,
            "behavioral_tags_a": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 51,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "update_file_with_new_docstrings",
            "function_b": "check_docstrings",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.52,
            "behavioral_tags_a": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_docstrings.py",
            "file_path_b": null,
            "function_a": "check_auto_docstrings",
            "function_b": "check_docstrings",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.85,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 36,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_doc_toc.py",
            "file_path_b": null,
            "function_a": "clean_model_doc_toc",
            "function_b": "check_model_doc",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.49,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_dummies.py",
            "file_path_b": null,
            "function_a": "create_dummy_object",
            "function_b": "create_dummy_files",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.59,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_inits.py",
            "file_path_b": null,
            "function_a": "get_transformers_submodules",
            "function_b": "check_submodules",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.66,
            "behavioral_tags_a": [
                "DELETE_OPERATION",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "HIGH",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 74,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_modeling_rules_doc.py",
            "file_path_b": null,
            "function_a": "generate_rules_reference",
            "function_b": "check_modeling_rules_doc",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.63,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_modular_conversion.py",
            "file_path_b": null,
            "function_a": "compare_files",
            "function_b": "_get_modified_files",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.53,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_modular_conversion.py",
            "file_path_b": null,
            "function_a": "_get_modified_files",
            "function_b": "get_models_in_diff",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.3,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_modular_conversion.py",
            "file_path_b": null,
            "function_a": "get_models_in_diff",
            "function_b": "converter_changed_in_diff",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.41,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 24,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_modular_conversion.py",
            "file_path_b": null,
            "function_a": "get_models_in_diff",
            "function_b": "guaranteed_no_diff",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.44,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 22,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_modular_conversion.py",
            "file_path_b": null,
            "function_a": "converter_changed_in_diff",
            "function_b": "guaranteed_no_diff",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.3,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_missing_backends",
            "function_b": "check_model_list",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.37,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 55,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_missing_backends",
            "function_b": "check_models_are_in_init",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.36,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 56,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_missing_backends",
            "function_b": "check_models_are_tested",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.35,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_missing_backends",
            "function_b": "check_all_models_are_tested",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.37,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_missing_backends",
            "function_b": "check_models_are_auto_configured",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.37,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_missing_backends",
            "function_b": "check_all_models_are_auto_configured",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.36,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 56,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_missing_backends",
            "function_b": "check_all_auto_object_names_being_defined",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.3,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_missing_backends",
            "function_b": "check_all_auto_mapping_names_in_config_mapping_names",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.26,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_missing_backends",
            "function_b": "check_all_auto_mappings_importable",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.32,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_missing_backends",
            "function_b": "check_decorator_order",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.23,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_missing_backends",
            "function_b": "check_all_decorator_order",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.28,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_missing_backends",
            "function_b": "check_all_objects_are_documented",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.37,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 55,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_missing_backends",
            "function_b": "check_public_method_exists",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.35,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_missing_backends",
            "function_b": "check_model_type_doc_match",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.28,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_missing_backends",
            "function_b": "check_deprecated_constant_is_up_to_date",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.36,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_missing_backends",
            "function_b": "check_models_have_kwargs",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.33,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_missing_backends",
            "function_b": "check_repo_quality",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.32,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 57,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_model_list",
            "function_b": "get_model_modules",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.55,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 48,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_model_list",
            "function_b": "is_a_private_model",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.43,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 53,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_model_list",
            "function_b": "check_models_are_in_init",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.66,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 44,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_model_list",
            "function_b": "get_model_test_files",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.53,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_model_list",
            "function_b": "check_models_are_tested",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.73,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 41,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_model_list",
            "function_b": "check_all_models_are_tested",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.7,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_model_list",
            "function_b": "check_models_are_auto_configured",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.66,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_model_list",
            "function_b": "check_all_models_are_auto_configured",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.61,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 46,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_model_list",
            "function_b": "check_all_auto_object_names_being_defined",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.4,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_model_list",
            "function_b": "check_all_auto_mapping_names_in_config_mapping_names",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.27,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_model_list",
            "function_b": "check_all_auto_mappings_importable",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.3,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_model_list",
            "function_b": "check_decorator_order",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.29,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_model_list",
            "function_b": "check_all_decorator_order",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.3,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_model_list",
            "function_b": "check_all_objects_are_documented",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.46,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 52,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_model_list",
            "function_b": "check_public_method_exists",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.43,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_model_list",
            "function_b": "check_model_type_doc_match",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.67,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_model_list",
            "function_b": "check_deprecated_constant_is_up_to_date",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.3,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_model_list",
            "function_b": "check_models_have_kwargs",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.69,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_model_list",
            "function_b": "check_repo_quality",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.23,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "get_model_modules",
            "function_b": "get_models",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.77,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 39,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "get_model_modules",
            "function_b": "is_a_private_model",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.4,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 54,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "get_model_modules",
            "function_b": "get_model_test_files",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.62,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "get_model_modules",
            "function_b": "get_all_auto_configured_models",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.61,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 46,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "get_model_modules",
            "function_b": "check_model_type_doc_match",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.46,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "get_models",
            "function_b": "check_models_are_in_init",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.55,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 48,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "get_models",
            "function_b": "get_model_test_files",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.66,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "get_models",
            "function_b": "find_tested_models",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.65,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "get_models",
            "function_b": "check_models_are_tested",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.61,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "get_models",
            "function_b": "check_all_models_are_tested",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.62,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "get_models",
            "function_b": "get_all_auto_configured_models",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.67,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 43,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "get_models",
            "function_b": "check_models_are_auto_configured",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.56,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "get_models",
            "function_b": "check_all_models_are_auto_configured",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.54,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 48,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "get_models",
            "function_b": "check_models_have_kwargs",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.58,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "is_a_private_model",
            "function_b": "get_model_test_files",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.33,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "is_a_private_model",
            "function_b": "check_model_type_doc_match",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.31,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_models_are_in_init",
            "function_b": "find_tested_models",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.51,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_models_are_in_init",
            "function_b": "check_models_are_tested",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.7,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 42,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_models_are_in_init",
            "function_b": "check_all_models_are_tested",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.65,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_models_are_in_init",
            "function_b": "get_all_auto_configured_models",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.54,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 18,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_models_are_in_init",
            "function_b": "check_models_are_auto_configured",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.73,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 41,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_models_are_in_init",
            "function_b": "check_all_models_are_auto_configured",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.65,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 14,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_models_are_in_init",
            "function_b": "check_all_auto_object_names_being_defined",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.37,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_models_are_in_init",
            "function_b": "check_all_auto_mapping_names_in_config_mapping_names",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.29,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_models_are_in_init",
            "function_b": "check_all_auto_mappings_importable",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.34,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_models_are_in_init",
            "function_b": "check_decorator_order",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.28,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_models_are_in_init",
            "function_b": "check_all_decorator_order",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.27,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_models_are_in_init",
            "function_b": "check_all_objects_are_documented",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.37,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 25,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_models_are_in_init",
            "function_b": "check_public_method_exists",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.37,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_models_are_in_init",
            "function_b": "check_model_type_doc_match",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.53,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_models_are_in_init",
            "function_b": "check_deprecated_constant_is_up_to_date",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.25,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_models_are_in_init",
            "function_b": "check_models_have_kwargs",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.6,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_models_are_in_init",
            "function_b": "check_repo_quality",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.18,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "get_model_test_files",
            "function_b": "get_all_auto_configured_models",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.55,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "get_model_test_files",
            "function_b": "check_model_type_doc_match",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.51,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "find_tested_models",
            "function_b": "should_be_tested",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.33,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "find_tested_models",
            "function_b": "check_models_are_tested",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.82,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 37,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "find_tested_models",
            "function_b": "check_all_models_are_tested",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.81,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 37,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "find_tested_models",
            "function_b": "get_all_auto_configured_models",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.52,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "find_tested_models",
            "function_b": "check_models_are_auto_configured",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.53,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 49,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "find_tested_models",
            "function_b": "check_all_models_are_auto_configured",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.52,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "find_tested_models",
            "function_b": "find_all_documented_objects",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.45,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 52,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "find_tested_models",
            "function_b": "check_models_have_kwargs",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.6,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 46,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "should_be_tested",
            "function_b": "check_models_are_tested",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.49,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "should_be_tested",
            "function_b": "check_all_models_are_tested",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.39,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_models_are_tested",
            "function_b": "check_all_models_are_tested",
            "semantic_decision": "SAFE",
            "semantic_score": 0.88,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 35,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_models_are_tested",
            "function_b": "get_all_auto_configured_models",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.48,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_models_are_tested",
            "function_b": "check_models_are_auto_configured",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.7,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 42,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_models_are_tested",
            "function_b": "check_all_models_are_auto_configured",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.6,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_models_are_tested",
            "function_b": "check_all_auto_object_names_being_defined",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.36,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 56,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_models_are_tested",
            "function_b": "check_all_auto_mapping_names_in_config_mapping_names",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.21,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_models_are_tested",
            "function_b": "check_all_auto_mappings_importable",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.31,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_models_are_tested",
            "function_b": "check_decorator_order",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.26,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_models_are_tested",
            "function_b": "check_all_decorator_order",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.25,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_models_are_tested",
            "function_b": "check_all_objects_are_documented",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.47,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_models_are_tested",
            "function_b": "check_public_method_exists",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.43,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 53,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_models_are_tested",
            "function_b": "check_model_type_doc_match",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.64,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_models_are_tested",
            "function_b": "check_deprecated_constant_is_up_to_date",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.28,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_models_are_tested",
            "function_b": "check_models_have_kwargs",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.71,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 42,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_models_are_tested",
            "function_b": "check_repo_quality",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.34,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_models_are_tested",
            "function_b": "get_all_auto_configured_models",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.64,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_models_are_tested",
            "function_b": "check_models_are_auto_configured",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.69,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 42,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_models_are_tested",
            "function_b": "check_all_models_are_auto_configured",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.75,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_models_are_tested",
            "function_b": "check_all_auto_object_names_being_defined",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.45,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 52,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_models_are_tested",
            "function_b": "check_all_auto_mapping_names_in_config_mapping_names",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.32,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_models_are_tested",
            "function_b": "check_all_auto_mappings_importable",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.37,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 55,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_models_are_tested",
            "function_b": "check_decorator_order",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.22,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_models_are_tested",
            "function_b": "check_all_decorator_order",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.3,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_models_are_tested",
            "function_b": "find_all_documented_objects",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.4,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 54,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_models_are_tested",
            "function_b": "check_all_objects_are_documented",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.56,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_models_are_tested",
            "function_b": "check_public_method_exists",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.4,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 54,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_models_are_tested",
            "function_b": "check_model_type_doc_match",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.6,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_models_are_tested",
            "function_b": "check_deprecated_constant_is_up_to_date",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.27,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_models_are_tested",
            "function_b": "check_models_have_kwargs",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.67,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 43,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_models_are_tested",
            "function_b": "check_repo_quality",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.24,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "get_all_auto_configured_models",
            "function_b": "check_models_are_auto_configured",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.82,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 37,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "get_all_auto_configured_models",
            "function_b": "check_all_models_are_auto_configured",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.9,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 4,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "get_all_auto_configured_models",
            "function_b": "check_all_auto_object_names_being_defined",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.59,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "get_all_auto_configured_models",
            "function_b": "check_all_auto_mapping_names_in_config_mapping_names",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.55,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "get_all_auto_configured_models",
            "function_b": "check_all_auto_mappings_importable",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.5,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "get_all_auto_configured_models",
            "function_b": "check_all_decorator_order",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.27,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "get_all_auto_configured_models",
            "function_b": "find_all_documented_objects",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.41,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "get_all_auto_configured_models",
            "function_b": "check_all_objects_are_documented",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.44,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 22,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "get_all_auto_configured_models",
            "function_b": "check_models_have_kwargs",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.49,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "ignore_unautoclassed",
            "function_b": "ignore_undocumented",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.41,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 24,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_models_are_auto_configured",
            "function_b": "check_all_models_are_auto_configured",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.94,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 32,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_models_are_auto_configured",
            "function_b": "check_all_auto_object_names_being_defined",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.59,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 46,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_models_are_auto_configured",
            "function_b": "check_all_auto_mapping_names_in_config_mapping_names",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.53,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 49,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_models_are_auto_configured",
            "function_b": "check_all_auto_mappings_importable",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.51,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 50,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_models_are_auto_configured",
            "function_b": "check_decorator_order",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.28,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_models_are_auto_configured",
            "function_b": "check_all_decorator_order",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.3,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_models_are_auto_configured",
            "function_b": "check_all_objects_are_documented",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.42,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_models_are_auto_configured",
            "function_b": "check_public_method_exists",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.3,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_models_are_auto_configured",
            "function_b": "check_model_type_doc_match",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.57,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_models_are_auto_configured",
            "function_b": "check_deprecated_constant_is_up_to_date",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.29,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_models_are_auto_configured",
            "function_b": "check_models_have_kwargs",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.61,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 46,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_models_are_auto_configured",
            "function_b": "check_repo_quality",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.19,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_models_are_auto_configured",
            "function_b": "check_all_auto_object_names_being_defined",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.63,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_models_are_auto_configured",
            "function_b": "check_all_auto_mapping_names_in_config_mapping_names",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.59,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_models_are_auto_configured",
            "function_b": "check_all_auto_mappings_importable",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.54,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_models_are_auto_configured",
            "function_b": "check_decorator_order",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.22,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_models_are_auto_configured",
            "function_b": "check_all_decorator_order",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.31,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_models_are_auto_configured",
            "function_b": "find_all_documented_objects",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.32,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_models_are_auto_configured",
            "function_b": "check_all_objects_are_documented",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.47,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 21,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_models_are_auto_configured",
            "function_b": "check_public_method_exists",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.27,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_models_are_auto_configured",
            "function_b": "check_model_type_doc_match",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.51,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_models_are_auto_configured",
            "function_b": "check_deprecated_constant_is_up_to_date",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.25,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_models_are_auto_configured",
            "function_b": "check_models_have_kwargs",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.56,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_models_are_auto_configured",
            "function_b": "check_repo_quality",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.13,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_auto_object_names_being_defined",
            "function_b": "check_all_auto_mapping_names_in_config_mapping_names",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.67,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 43,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_auto_object_names_being_defined",
            "function_b": "check_all_auto_mappings_importable",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.56,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 47,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_auto_object_names_being_defined",
            "function_b": "check_decorator_order",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.22,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_auto_object_names_being_defined",
            "function_b": "check_all_decorator_order",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.29,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_auto_object_names_being_defined",
            "function_b": "find_all_documented_objects",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.48,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 51,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_auto_object_names_being_defined",
            "function_b": "check_all_objects_are_documented",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.59,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_auto_object_names_being_defined",
            "function_b": "check_public_method_exists",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.26,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_auto_object_names_being_defined",
            "function_b": "check_model_type_doc_match",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.39,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_auto_object_names_being_defined",
            "function_b": "check_deprecated_constant_is_up_to_date",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.33,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_auto_object_names_being_defined",
            "function_b": "check_models_have_kwargs",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.34,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_auto_object_names_being_defined",
            "function_b": "check_repo_quality",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.08,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_auto_mapping_names_in_config_mapping_names",
            "function_b": "check_all_auto_mappings_importable",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.7,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 42,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_auto_mapping_names_in_config_mapping_names",
            "function_b": "check_decorator_order",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.17,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_auto_mapping_names_in_config_mapping_names",
            "function_b": "check_all_decorator_order",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.23,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_auto_mapping_names_in_config_mapping_names",
            "function_b": "find_all_documented_objects",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.26,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_auto_mapping_names_in_config_mapping_names",
            "function_b": "check_all_objects_are_documented",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.35,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_auto_mapping_names_in_config_mapping_names",
            "function_b": "check_public_method_exists",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.12,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_auto_mapping_names_in_config_mapping_names",
            "function_b": "check_model_type_doc_match",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.33,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_auto_mapping_names_in_config_mapping_names",
            "function_b": "check_deprecated_constant_is_up_to_date",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.27,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_auto_mapping_names_in_config_mapping_names",
            "function_b": "check_models_have_kwargs",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.24,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_auto_mapping_names_in_config_mapping_names",
            "function_b": "check_repo_quality",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.05,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_auto_mappings_importable",
            "function_b": "check_decorator_order",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.15,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_auto_mappings_importable",
            "function_b": "check_all_decorator_order",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.21,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_auto_mappings_importable",
            "function_b": "find_all_documented_objects",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.3,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_auto_mappings_importable",
            "function_b": "check_all_objects_are_documented",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.41,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_auto_mappings_importable",
            "function_b": "check_public_method_exists",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.1,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_auto_mappings_importable",
            "function_b": "check_model_type_doc_match",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.36,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_auto_mappings_importable",
            "function_b": "check_deprecated_constant_is_up_to_date",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.22,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_auto_mappings_importable",
            "function_b": "check_models_have_kwargs",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.29,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_auto_mappings_importable",
            "function_b": "check_repo_quality",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.13,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_decorator_order",
            "function_b": "check_all_decorator_order",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.96,
            "behavioral_tags_a": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 32,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_decorator_order",
            "function_b": "check_all_objects_are_documented",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.25,
            "behavioral_tags_a": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_decorator_order",
            "function_b": "check_public_method_exists",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.31,
            "behavioral_tags_a": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_decorator_order",
            "function_b": "check_model_type_doc_match",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.23,
            "behavioral_tags_a": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_decorator_order",
            "function_b": "check_deprecated_constant_is_up_to_date",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.16,
            "behavioral_tags_a": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_decorator_order",
            "function_b": "check_models_have_kwargs",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.29,
            "behavioral_tags_a": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_decorator_order",
            "function_b": "check_repo_quality",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.22,
            "behavioral_tags_a": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_decorator_order",
            "function_b": "find_all_documented_objects",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.22,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_decorator_order",
            "function_b": "check_all_objects_are_documented",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.33,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 27,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_decorator_order",
            "function_b": "check_public_method_exists",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.28,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_decorator_order",
            "function_b": "check_model_type_doc_match",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.21,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_decorator_order",
            "function_b": "check_deprecated_constant_is_up_to_date",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.14,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_decorator_order",
            "function_b": "check_models_have_kwargs",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.3,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_decorator_order",
            "function_b": "check_repo_quality",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.21,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "find_all_documented_objects",
            "function_b": "check_all_objects_are_documented",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.88,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 35,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_objects_are_documented",
            "function_b": "check_public_method_exists",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.43,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_objects_are_documented",
            "function_b": "check_model_type_doc_match",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.53,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_objects_are_documented",
            "function_b": "check_deprecated_constant_is_up_to_date",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.34,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_objects_are_documented",
            "function_b": "check_models_have_kwargs",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.42,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_all_objects_are_documented",
            "function_b": "check_repo_quality",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.28,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_public_method_exists",
            "function_b": "check_model_type_doc_match",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.36,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_public_method_exists",
            "function_b": "check_deprecated_constant_is_up_to_date",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.34,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_public_method_exists",
            "function_b": "check_models_have_kwargs",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.37,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 55,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_public_method_exists",
            "function_b": "check_repo_quality",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.24,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_model_type_doc_match",
            "function_b": "check_deprecated_constant_is_up_to_date",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.27,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_model_type_doc_match",
            "function_b": "check_models_have_kwargs",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.57,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_model_type_doc_match",
            "function_b": "check_repo_quality",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.22,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_deprecated_constant_is_up_to_date",
            "function_b": "check_models_have_kwargs",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.27,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_deprecated_constant_is_up_to_date",
            "function_b": "check_repo_quality",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.27,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\check_repo.py",
            "file_path_b": null,
            "function_a": "check_models_have_kwargs",
            "function_b": "check_repo_quality",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.24,
            "behavioral_tags_a": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\collated_reports.py",
            "file_path_b": null,
            "function_a": "simplify_gpu_name",
            "function_b": "get_gpu_name",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.81,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 37,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\collated_reports.py",
            "file_path_b": null,
            "function_a": "get_gpu_name",
            "function_b": "get_commit_hash",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.18,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\collated_reports.py",
            "file_path_b": null,
            "function_a": "get_gpu_name",
            "function_b": "get_arguments",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.23,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "OBJECT_CREATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\collated_reports.py",
            "file_path_b": null,
            "function_a": "get_commit_hash",
            "function_b": "get_arguments",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.24,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "OBJECT_CREATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dependency_mapping.py",
            "file_path_b": null,
            "function_a": "is_model_import",
            "function_b": "extract_model_imports_from_file",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.71,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 42,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "get_processor_types_from_config_class",
            "function_b": "get_architectures_from_config_class",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.76,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "get_processor_types_from_config_class",
            "function_b": "get_config_class_from_processor_class",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.91,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 3,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "get_processor_types_from_config_class",
            "function_b": "build_processor",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.44,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "get_processor_types_from_config_class",
            "function_b": "_get_exact_config",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.6,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 46,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "get_processor_types_from_config_class",
            "function_b": "_build_model_tester_and_get_config",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.44,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 22,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "get_processor_types_from_config_class",
            "function_b": "get_tiny_config",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.38,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "get_processor_types_from_config_class",
            "function_b": "get_checkpoint_dir",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.12,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "get_processor_types_from_config_class",
            "function_b": "get_token_id_from_tokenizer",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.24,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "get_processor_types_from_config_class",
            "function_b": "get_config_overrides",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.51,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "get_architectures_from_config_class",
            "function_b": "get_config_class_from_processor_class",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.82,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 7,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "get_architectures_from_config_class",
            "function_b": "_get_exact_config",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.66,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "get_architectures_from_config_class",
            "function_b": "_build_model_tester_and_get_config",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.58,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "get_architectures_from_config_class",
            "function_b": "get_tiny_config",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.43,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "get_architectures_from_config_class",
            "function_b": "get_checkpoint_dir",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.13,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "get_architectures_from_config_class",
            "function_b": "get_token_id_from_tokenizer",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.21,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "get_architectures_from_config_class",
            "function_b": "get_config_overrides",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.62,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "get_config_class_from_processor_class",
            "function_b": "build_processor",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.39,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "get_config_class_from_processor_class",
            "function_b": "_get_exact_config",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.66,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 44,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "get_config_class_from_processor_class",
            "function_b": "_build_model_tester_and_get_config",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.49,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 20,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "get_config_class_from_processor_class",
            "function_b": "get_tiny_config",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.44,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "get_config_class_from_processor_class",
            "function_b": "get_checkpoint_dir",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.17,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "get_config_class_from_processor_class",
            "function_b": "get_token_id_from_tokenizer",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.28,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "get_config_class_from_processor_class",
            "function_b": "get_config_overrides",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.58,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "build_processor",
            "function_b": "_build_model_tester_and_get_config",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.31,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "build_processor",
            "function_b": "build_model",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.55,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 18,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "build_processor",
            "function_b": "build_composite_models",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.33,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "build_processor",
            "function_b": "build",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.63,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 45,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "build_processor",
            "function_b": "build_tiny_model_summary",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.17,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "build_processor",
            "function_b": "build_failed_report",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.39,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "build_processor",
            "function_b": "build_simple_report",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.29,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "_get_exact_config",
            "function_b": "_build_model_tester_and_get_config",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.59,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 46,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "_get_exact_config",
            "function_b": "get_tiny_config",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.64,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "_get_exact_config",
            "function_b": "get_checkpoint_dir",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.22,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "_get_exact_config",
            "function_b": "get_token_id_from_tokenizer",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.17,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "_get_exact_config",
            "function_b": "get_config_overrides",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.73,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "_build_model_tester_and_get_config",
            "function_b": "get_tiny_config",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.43,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "_build_model_tester_and_get_config",
            "function_b": "get_checkpoint_dir",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.17,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "_build_model_tester_and_get_config",
            "function_b": "build_model",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.57,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 17,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "_build_model_tester_and_get_config",
            "function_b": "upload_model",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.25,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "_build_model_tester_and_get_config",
            "function_b": "build_composite_models",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.35,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 26,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "_build_model_tester_and_get_config",
            "function_b": "get_token_id_from_tokenizer",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.06,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "_build_model_tester_and_get_config",
            "function_b": "get_config_overrides",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.47,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "_build_model_tester_and_get_config",
            "function_b": "build",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.35,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "_build_model_tester_and_get_config",
            "function_b": "build_tiny_model_summary",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.31,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "_build_model_tester_and_get_config",
            "function_b": "build_failed_report",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.33,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "_build_model_tester_and_get_config",
            "function_b": "build_simple_report",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.25,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "_build_model_tester_and_get_config",
            "function_b": "update_tiny_model_summary_file",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.27,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "get_tiny_config",
            "function_b": "get_checkpoint_dir",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.11,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "get_tiny_config",
            "function_b": "get_token_id_from_tokenizer",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.04,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "get_tiny_config",
            "function_b": "get_config_overrides",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.47,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "get_tiny_config",
            "function_b": "build_tiny_model_summary",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.32,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "get_tiny_config",
            "function_b": "update_tiny_model_summary_file",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.24,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "get_tiny_config",
            "function_b": "create_tiny_models",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.41,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 54,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "convert_tokenizer",
            "function_b": "convert_feature_extractor",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.44,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 22,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "convert_tokenizer",
            "function_b": "convert_processors",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.32,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "convert_tokenizer",
            "function_b": "get_token_id_from_tokenizer",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.72,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "convert_feature_extractor",
            "function_b": "convert_processors",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.3,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "get_checkpoint_dir",
            "function_b": "get_token_id_from_tokenizer",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.21,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "get_checkpoint_dir",
            "function_b": "get_config_overrides",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.1,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "build_model",
            "function_b": "upload_model",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.47,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "build_model",
            "function_b": "build_composite_models",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.71,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 12,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "build_model",
            "function_b": "build",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.71,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 42,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "build_model",
            "function_b": "build_tiny_model_summary",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.53,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "build_model",
            "function_b": "build_failed_report",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.41,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 24,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "build_model",
            "function_b": "build_simple_report",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.38,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 25,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "build_model",
            "function_b": "update_tiny_model_summary_file",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.34,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "upload_model",
            "function_b": "build_tiny_model_summary",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.33,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "upload_model",
            "function_b": "update_tiny_model_summary_file",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.38,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "build_composite_models",
            "function_b": "build",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.37,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "build_composite_models",
            "function_b": "build_tiny_model_summary",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.48,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "build_composite_models",
            "function_b": "build_failed_report",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.14,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "build_composite_models",
            "function_b": "build_simple_report",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.22,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 31,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "build_composite_models",
            "function_b": "create_tiny_models",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.56,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "get_token_id_from_tokenizer",
            "function_b": "get_config_overrides",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.12,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "build",
            "function_b": "build_tiny_model_summary",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.21,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 62,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "build",
            "function_b": "build_failed_report",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.58,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 47,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "build",
            "function_b": "build_simple_report",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.43,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "build_tiny_model_summary",
            "function_b": "build_failed_report",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.2,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "build_tiny_model_summary",
            "function_b": "build_simple_report",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.47,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "build_tiny_model_summary",
            "function_b": "update_tiny_model_summary_file",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.77,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 39,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "build_tiny_model_summary",
            "function_b": "create_tiny_models",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.74,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "build_failed_report",
            "function_b": "build_simple_report",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.66,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 14,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\create_dummy_models.py",
            "file_path_b": null,
            "function_a": "update_tiny_model_summary_file",
            "function_b": "create_tiny_models",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.5,
            "behavioral_tags_a": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\custom_init_isort.py",
            "file_path_b": null,
            "function_a": "sort_objects",
            "function_b": "sort_objects_in_import",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.72,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 11,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\custom_init_isort.py",
            "file_path_b": null,
            "function_a": "sort_objects",
            "function_b": "sort_imports",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.57,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\custom_init_isort.py",
            "file_path_b": null,
            "function_a": "sort_objects",
            "function_b": "sort_imports_in_all_inits",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.5,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 20,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\custom_init_isort.py",
            "file_path_b": null,
            "function_a": "sort_objects_in_import",
            "function_b": "sort_imports",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.87,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 35,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\custom_init_isort.py",
            "file_path_b": null,
            "function_a": "sort_objects_in_import",
            "function_b": "sort_imports_in_all_inits",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.81,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 7,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\custom_init_isort.py",
            "file_path_b": null,
            "function_a": "sort_imports",
            "function_b": "sort_imports_in_all_inits",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.9,
            "behavioral_tags_a": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 34,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\deprecate_models.py",
            "file_path_b": null,
            "function_a": "get_last_stable_minor_release",
            "function_b": "get_model_doc_path",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.09,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\deprecate_models.py",
            "file_path_b": null,
            "function_a": "get_last_stable_minor_release",
            "function_b": "get_line_indent",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.05,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\deprecate_models.py",
            "file_path_b": null,
            "function_a": "build_tip_message",
            "function_b": "insert_tip_to_model_doc",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.49,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 50,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\deprecate_models.py",
            "file_path_b": null,
            "function_a": "insert_tip_to_model_doc",
            "function_b": "get_model_doc_path",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.4,
            "behavioral_tags_a": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\deprecate_models.py",
            "file_path_b": null,
            "function_a": "insert_tip_to_model_doc",
            "function_b": "extract_model_info",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.35,
            "behavioral_tags_a": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\deprecate_models.py",
            "file_path_b": null,
            "function_a": "insert_tip_to_model_doc",
            "function_b": "move_model_files_to_deprecated",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.28,
            "behavioral_tags_a": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\deprecate_models.py",
            "file_path_b": null,
            "function_a": "insert_tip_to_model_doc",
            "function_b": "delete_model_tests",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.21,
            "behavioral_tags_a": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\deprecate_models.py",
            "file_path_b": null,
            "function_a": "insert_tip_to_model_doc",
            "function_b": "remove_model_references_from_file",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.33,
            "behavioral_tags_a": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\deprecate_models.py",
            "file_path_b": null,
            "function_a": "insert_tip_to_model_doc",
            "function_b": "remove_model_config_classes_from_config_check",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.12,
            "behavioral_tags_a": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\deprecate_models.py",
            "file_path_b": null,
            "function_a": "get_model_doc_path",
            "function_b": "extract_model_info",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.53,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 49,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\deprecate_models.py",
            "file_path_b": null,
            "function_a": "get_model_doc_path",
            "function_b": "move_model_files_to_deprecated",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.41,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\deprecate_models.py",
            "file_path_b": null,
            "function_a": "get_model_doc_path",
            "function_b": "delete_model_tests",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.25,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\deprecate_models.py",
            "file_path_b": null,
            "function_a": "get_model_doc_path",
            "function_b": "get_line_indent",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.13,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\deprecate_models.py",
            "file_path_b": null,
            "function_a": "get_model_doc_path",
            "function_b": "remove_model_references_from_file",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.44,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\deprecate_models.py",
            "file_path_b": null,
            "function_a": "get_model_doc_path",
            "function_b": "remove_model_config_classes_from_config_check",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.27,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\deprecate_models.py",
            "file_path_b": null,
            "function_a": "extract_model_info",
            "function_b": "move_model_files_to_deprecated",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.39,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\deprecate_models.py",
            "file_path_b": null,
            "function_a": "extract_model_info",
            "function_b": "delete_model_tests",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.35,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\deprecate_models.py",
            "file_path_b": null,
            "function_a": "extract_model_info",
            "function_b": "remove_model_references_from_file",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.54,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\deprecate_models.py",
            "file_path_b": null,
            "function_a": "extract_model_info",
            "function_b": "remove_model_config_classes_from_config_check",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.33,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\deprecate_models.py",
            "file_path_b": null,
            "function_a": "update_relative_imports",
            "function_b": "update_main_init_file",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.37,
            "behavioral_tags_a": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 55,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\deprecate_models.py",
            "file_path_b": null,
            "function_a": "remove_copied_from_statements",
            "function_b": "remove_model_references_from_file",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.37,
            "behavioral_tags_a": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 55,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\deprecate_models.py",
            "file_path_b": null,
            "function_a": "remove_copied_from_statements",
            "function_b": "remove_model_config_classes_from_config_check",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.17,
            "behavioral_tags_a": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\deprecate_models.py",
            "file_path_b": null,
            "function_a": "move_model_files_to_deprecated",
            "function_b": "delete_model_tests",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.42,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 53,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\deprecate_models.py",
            "file_path_b": null,
            "function_a": "move_model_files_to_deprecated",
            "function_b": "remove_model_references_from_file",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.58,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\deprecate_models.py",
            "file_path_b": null,
            "function_a": "move_model_files_to_deprecated",
            "function_b": "remove_model_config_classes_from_config_check",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.51,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\deprecate_models.py",
            "file_path_b": null,
            "function_a": "move_model_files_to_deprecated",
            "function_b": "add_models_to_deprecated_models_in_config_auto",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.7,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\deprecate_models.py",
            "file_path_b": null,
            "function_a": "delete_model_tests",
            "function_b": "remove_model_references_from_file",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.54,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\deprecate_models.py",
            "file_path_b": null,
            "function_a": "delete_model_tests",
            "function_b": "remove_model_config_classes_from_config_check",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.51,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\deprecate_models.py",
            "file_path_b": null,
            "function_a": "update_main_init_file",
            "function_b": "remove_model_references_from_file",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.1,
            "behavioral_tags_a": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\deprecate_models.py",
            "file_path_b": null,
            "function_a": "remove_model_references_from_file",
            "function_b": "remove_model_config_classes_from_config_check",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.62,
            "behavioral_tags_a": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 45,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\deprecate_models.py",
            "file_path_b": null,
            "function_a": "remove_model_config_classes_from_config_check",
            "function_b": "add_models_to_deprecated_models_in_config_auto",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.59,
            "behavioral_tags_a": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 46,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\deprecate_models.py",
            "file_path_b": null,
            "function_a": "add_models_to_deprecated_models_in_config_auto",
            "function_b": "deprecate_models",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.67,
            "behavioral_tags_a": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 43,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\download_glue_data.py",
            "file_path_b": null,
            "function_a": "download_and_extract",
            "function_b": "download_diagnostic",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.54,
            "behavioral_tags_a": [
                "DELETE_OPERATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "HIGH",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 78,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\extract_metadata.py",
            "file_path_b": null,
            "function_a": "extract_extras",
            "function_b": "extract_python_versions",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.37,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\extract_warnings.py",
            "file_path_b": null,
            "function_a": "extract_warnings_from_single_artifact",
            "function_b": "extract_warnings",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.77,
            "behavioral_tags_a": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 39,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\fetch_hub_objects_for_ci.py",
            "file_path_b": null,
            "function_a": "url_to_local_path",
            "function_b": "parse_hf_url",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.39,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_ci_error_statistics.py",
            "file_path_b": null,
            "function_a": "get_jobs",
            "function_b": "get_job_links",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.62,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 45,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_ci_error_statistics.py",
            "file_path_b": null,
            "function_a": "get_jobs",
            "function_b": "get_artifacts_links",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.09,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_ci_error_statistics.py",
            "file_path_b": null,
            "function_a": "get_jobs",
            "function_b": "get_errors_from_single_artifact",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.07,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_ci_error_statistics.py",
            "file_path_b": null,
            "function_a": "get_jobs",
            "function_b": "get_all_errors",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.17,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_ci_error_statistics.py",
            "file_path_b": null,
            "function_a": "get_jobs",
            "function_b": "get_model",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.29,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_ci_error_statistics.py",
            "file_path_b": null,
            "function_a": "get_job_links",
            "function_b": "get_artifacts_links",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.41,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 54,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_ci_error_statistics.py",
            "file_path_b": null,
            "function_a": "get_job_links",
            "function_b": "get_errors_from_single_artifact",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.04,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_ci_error_statistics.py",
            "file_path_b": null,
            "function_a": "get_job_links",
            "function_b": "get_all_errors",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.16,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_ci_error_statistics.py",
            "file_path_b": null,
            "function_a": "get_job_links",
            "function_b": "get_model",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.24,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_ci_error_statistics.py",
            "file_path_b": null,
            "function_a": "get_artifacts_links",
            "function_b": "get_errors_from_single_artifact",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.6,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_ci_error_statistics.py",
            "file_path_b": null,
            "function_a": "get_artifacts_links",
            "function_b": "get_all_errors",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.22,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_ci_error_statistics.py",
            "file_path_b": null,
            "function_a": "get_artifacts_links",
            "function_b": "get_model",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.18,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_ci_error_statistics.py",
            "file_path_b": null,
            "function_a": "download_artifact",
            "function_b": "get_errors_from_single_artifact",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.57,
            "behavioral_tags_a": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 47,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_ci_error_statistics.py",
            "file_path_b": null,
            "function_a": "get_errors_from_single_artifact",
            "function_b": "get_all_errors",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.59,
            "behavioral_tags_a": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_ci_error_statistics.py",
            "file_path_b": null,
            "function_a": "get_errors_from_single_artifact",
            "function_b": "get_model",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.13,
            "behavioral_tags_a": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_ci_error_statistics.py",
            "file_path_b": null,
            "function_a": "get_all_errors",
            "function_b": "get_model",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.24,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_ci_error_statistics.py",
            "file_path_b": null,
            "function_a": "reduce_by_error",
            "function_b": "reduce_by_model",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.73,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 41,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_ci_error_statistics.py",
            "file_path_b": null,
            "function_a": "get_model",
            "function_b": "reduce_by_model",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.42,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 53,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_ci_error_statistics.py",
            "file_path_b": null,
            "function_a": "get_model",
            "function_b": "make_github_table_per_model",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.34,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_ci_error_statistics.py",
            "file_path_b": null,
            "function_a": "reduce_by_model",
            "function_b": "make_github_table_per_model",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.23,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_ci_error_statistics.py",
            "file_path_b": null,
            "function_a": "make_github_table",
            "function_b": "make_github_table_per_model",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.81,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 37,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_github_job_time.py",
            "file_path_b": null,
            "function_a": "extract_time_from_single_job",
            "function_b": "get_job_time",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.75,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_previous_daily_ci.py",
            "file_path_b": null,
            "function_a": "get_daily_ci_runs",
            "function_b": "get_last_daily_ci_run",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.9,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 4,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_previous_daily_ci.py",
            "file_path_b": null,
            "function_a": "get_daily_ci_runs",
            "function_b": "get_last_daily_ci_workflow_run_id",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.55,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_previous_daily_ci.py",
            "file_path_b": null,
            "function_a": "get_daily_ci_runs",
            "function_b": "get_last_daily_ci_run_commit",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.71,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 12,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_previous_daily_ci.py",
            "file_path_b": null,
            "function_a": "get_daily_ci_runs",
            "function_b": "get_last_daily_ci_artifacts",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.59,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 46,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_previous_daily_ci.py",
            "file_path_b": null,
            "function_a": "get_daily_ci_runs",
            "function_b": "get_last_daily_ci_reports",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.69,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 42,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_previous_daily_ci.py",
            "file_path_b": null,
            "function_a": "get_last_daily_ci_run",
            "function_b": "get_last_daily_ci_workflow_run_id",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.7,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 12,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_previous_daily_ci.py",
            "file_path_b": null,
            "function_a": "get_last_daily_ci_run",
            "function_b": "get_last_daily_ci_run_commit",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.84,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 6,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_previous_daily_ci.py",
            "file_path_b": null,
            "function_a": "get_last_daily_ci_run",
            "function_b": "get_last_daily_ci_artifacts",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.69,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 42,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_previous_daily_ci.py",
            "file_path_b": null,
            "function_a": "get_last_daily_ci_run",
            "function_b": "get_last_daily_ci_reports",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.78,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 38,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_previous_daily_ci.py",
            "file_path_b": null,
            "function_a": "get_last_daily_ci_workflow_run_id",
            "function_b": "get_last_daily_ci_run_commit",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.74,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 10,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_previous_daily_ci.py",
            "file_path_b": null,
            "function_a": "get_last_daily_ci_workflow_run_id",
            "function_b": "get_last_daily_ci_artifacts",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.58,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_previous_daily_ci.py",
            "file_path_b": null,
            "function_a": "get_last_daily_ci_workflow_run_id",
            "function_b": "get_last_daily_ci_reports",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.6,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_previous_daily_ci.py",
            "file_path_b": null,
            "function_a": "get_last_daily_ci_run_commit",
            "function_b": "get_last_daily_ci_artifacts",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.67,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 43,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_previous_daily_ci.py",
            "file_path_b": null,
            "function_a": "get_last_daily_ci_run_commit",
            "function_b": "get_last_daily_ci_reports",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.71,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 42,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_previous_daily_ci.py",
            "file_path_b": null,
            "function_a": "get_last_daily_ci_artifacts",
            "function_b": "get_last_daily_ci_reports",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.72,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 41,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_pr_run_slow_jobs.py",
            "file_path_b": null,
            "function_a": "get_jobs_to_run",
            "function_b": "get_jobs",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.69,
            "behavioral_tags_a": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_module_path",
            "function_b": "get_test_module",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.61,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 16,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_module_path",
            "function_b": "get_tester_classes",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.31,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_module_path",
            "function_b": "get_test_classes",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.28,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_module_path",
            "function_b": "get_model_classes",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.33,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_module_path",
            "function_b": "get_model_tester_from_test_class",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.3,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_module_path",
            "function_b": "get_test_classes_for_model",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.3,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_module_path",
            "function_b": "get_tester_classes_for_model",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.31,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_module_path",
            "function_b": "get_test_to_tester_mapping",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.23,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_module_path",
            "function_b": "get_model_to_test_mapping",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.23,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_module_path",
            "function_b": "get_model_to_tester_mapping",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.25,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_test_module",
            "function_b": "get_tester_classes",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.63,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 45,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_test_module",
            "function_b": "get_test_classes",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.67,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 43,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_test_module",
            "function_b": "get_model_classes",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.28,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_test_module",
            "function_b": "get_model_tester_from_test_class",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.58,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_test_module",
            "function_b": "get_test_classes_for_model",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.59,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 46,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_test_module",
            "function_b": "get_tester_classes_for_model",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.55,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 48,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_test_module",
            "function_b": "get_test_to_tester_mapping",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.58,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 17,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_test_module",
            "function_b": "get_model_to_test_mapping",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.53,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 19,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_test_module",
            "function_b": "get_model_to_tester_mapping",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.49,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 20,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_tester_classes",
            "function_b": "get_test_classes",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.91,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 33,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_tester_classes",
            "function_b": "get_model_classes",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.56,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 47,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_tester_classes",
            "function_b": "get_model_tester_from_test_class",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.74,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_tester_classes",
            "function_b": "get_test_classes_for_model",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.76,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_tester_classes",
            "function_b": "get_tester_classes_for_model",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.84,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 36,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_tester_classes",
            "function_b": "get_test_to_tester_mapping",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.65,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 44,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_tester_classes",
            "function_b": "get_model_to_test_mapping",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.5,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 50,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_tester_classes",
            "function_b": "get_model_to_tester_mapping",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.59,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 46,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_test_classes",
            "function_b": "get_model_classes",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.58,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 47,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_test_classes",
            "function_b": "get_model_tester_from_test_class",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.65,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_test_classes",
            "function_b": "get_test_classes_for_model",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.82,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 37,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_test_classes",
            "function_b": "get_tester_classes_for_model",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.76,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_test_classes",
            "function_b": "get_test_to_tester_mapping",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.54,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 48,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_test_classes",
            "function_b": "get_model_to_test_mapping",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.5,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 50,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_test_classes",
            "function_b": "get_model_to_tester_mapping",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.46,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 52,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_model_classes",
            "function_b": "get_model_tester_from_test_class",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.66,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_model_classes",
            "function_b": "get_test_classes_for_model",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.81,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 37,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_model_classes",
            "function_b": "get_tester_classes_for_model",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.81,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 37,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_model_classes",
            "function_b": "get_test_to_tester_mapping",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.18,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_model_classes",
            "function_b": "get_model_to_test_mapping",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.49,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 50,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_model_classes",
            "function_b": "get_model_to_tester_mapping",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.5,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 50,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_model_tester_from_test_class",
            "function_b": "get_test_classes_for_model",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.85,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 36,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_model_tester_from_test_class",
            "function_b": "get_tester_classes_for_model",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.91,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 33,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_model_tester_from_test_class",
            "function_b": "get_test_to_tester_mapping",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.65,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_model_tester_from_test_class",
            "function_b": "get_model_to_test_mapping",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.73,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_model_tester_from_test_class",
            "function_b": "get_model_to_tester_mapping",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.81,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 7,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_test_classes_for_model",
            "function_b": "get_tester_classes_for_model",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.94,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 32,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_test_classes_for_model",
            "function_b": "get_test_to_tester_mapping",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.51,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 50,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_test_classes_for_model",
            "function_b": "get_model_to_test_mapping",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.71,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 42,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_test_classes_for_model",
            "function_b": "get_model_to_tester_mapping",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.69,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 42,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_tester_classes_for_model",
            "function_b": "get_test_to_tester_mapping",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.58,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 47,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_tester_classes_for_model",
            "function_b": "get_model_to_test_mapping",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.69,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 42,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_tester_classes_for_model",
            "function_b": "get_model_to_tester_mapping",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.77,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 39,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_test_to_tester_mapping",
            "function_b": "get_model_to_test_mapping",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.81,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 7,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_test_to_tester_mapping",
            "function_b": "get_model_to_tester_mapping",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.85,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 6,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\get_test_info.py",
            "file_path_b": null,
            "function_a": "get_model_to_test_mapping",
            "function_b": "get_model_to_tester_mapping",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.94,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 2,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\models_to_deprecate.py",
            "file_path_b": null,
            "function_a": "get_list_of_repo_model_paths",
            "function_b": "get_list_of_models_to_deprecate",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.46,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "DATABASE_OPERATION",
                "FILE_READ",
                "FILE_WRITE",
                "OBJECT_CREATION",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "HIGH",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 100,
            "fusion_risk_level": "CRITICAL",
            "fusion_opposing_detected": false,
            "governance_action": "FREEZE_PATCH",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_integrations.py",
            "file_path_b": null,
            "function_a": "convert_relative_import_to_absolute",
            "function_b": "convert_to_relative_import",
            "semantic_decision": "SAFE",
            "semantic_score": 0.86,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 36,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "get_module_source_and_tree_from_name",
            "function_b": "get_module_source_from_name",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.86,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 36,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "get_module_source_and_tree_from_name",
            "function_b": "get_cased_name",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.3,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "get_module_source_and_tree_from_name",
            "function_b": "get_lowercase_name",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.31,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "get_module_source_and_tree_from_name",
            "function_b": "get_full_attribute_name",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.38,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "get_module_source_and_tree_from_name",
            "function_b": "get_needed_imports",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.24,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "get_module_source_and_tree_from_name",
            "function_b": "check_dependencies_and_create_import_node",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.34,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "DELETE_OPERATION",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "HIGH",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 100,
            "fusion_risk_level": "CRITICAL",
            "fusion_opposing_detected": false,
            "governance_action": "FREEZE_PATCH",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "get_module_source_and_tree_from_name",
            "function_b": "get_class_node_and_dependencies",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.51,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 50,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "get_module_source_from_name",
            "function_b": "get_cased_name",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.34,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "get_module_source_from_name",
            "function_b": "get_lowercase_name",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.34,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "get_module_source_from_name",
            "function_b": "get_full_attribute_name",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.44,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 22,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "get_module_source_from_name",
            "function_b": "get_needed_imports",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.26,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "get_module_source_from_name",
            "function_b": "get_class_node_and_dependencies",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.42,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "preserve_case_replace",
            "function_b": "replace_class_node",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.37,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "OBJECT_CREATION",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "preserve_case_replace",
            "function_b": "replace_unprotected_image_processing_imports",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.31,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "get_cased_name",
            "function_b": "get_lowercase_name",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.69,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 12,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "get_cased_name",
            "function_b": "get_full_attribute_name",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.42,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 23,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "get_cased_name",
            "function_b": "get_needed_imports",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.06,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "get_cased_name",
            "function_b": "get_class_node_and_dependencies",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.12,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "get_lowercase_name",
            "function_b": "get_full_attribute_name",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.51,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 20,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "get_lowercase_name",
            "function_b": "get_needed_imports",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.06,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "get_lowercase_name",
            "function_b": "get_class_node_and_dependencies",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.07,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "get_full_attribute_name",
            "function_b": "get_needed_imports",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.05,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "get_full_attribute_name",
            "function_b": "get_class_node_and_dependencies",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.19,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "find_all_dependencies",
            "function_b": "dependencies_for_class_node",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.53,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "OBJECT_CREATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "find_all_dependencies",
            "function_b": "augmented_dependencies_for_class_node",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.45,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "OBJECT_CREATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "find_all_dependencies",
            "function_b": "find_file_type",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.29,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "find_all_dependencies",
            "function_b": "split_all_assignment",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.19,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "find_all_dependencies",
            "function_b": "check_dependencies_and_create_import_node",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.51,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "DELETE_OPERATION",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "HIGH",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 80,
            "fusion_risk_level": "CRITICAL",
            "fusion_opposing_detected": false,
            "governance_action": "FREEZE_PATCH",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "find_all_dependencies",
            "function_b": "get_class_node_and_dependencies",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.66,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 44,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "dependencies_for_class_node",
            "function_b": "augmented_dependencies_for_class_node",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.87,
            "behavioral_tags_a": [
                "OBJECT_CREATION"
            ],
            "behavioral_tags_b": [
                "OBJECT_CREATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 35,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "dependencies_for_class_node",
            "function_b": "replace_class_node",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.62,
            "behavioral_tags_a": [
                "OBJECT_CREATION"
            ],
            "behavioral_tags_b": [
                "OBJECT_CREATION",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "dependencies_for_class_node",
            "function_b": "append_new_import_node",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.29,
            "behavioral_tags_a": [
                "OBJECT_CREATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "dependencies_for_class_node",
            "function_b": "check_dependencies_and_create_import_node",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.63,
            "behavioral_tags_a": [
                "OBJECT_CREATION"
            ],
            "behavioral_tags_b": [
                "DELETE_OPERATION",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "HIGH",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 100,
            "fusion_risk_level": "CRITICAL",
            "fusion_opposing_detected": false,
            "governance_action": "FREEZE_PATCH",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "dependencies_for_class_node",
            "function_b": "get_class_node_and_dependencies",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.87,
            "behavioral_tags_a": [
                "OBJECT_CREATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 35,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "augmented_dependencies_for_class_node",
            "function_b": "replace_class_node",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.54,
            "behavioral_tags_a": [
                "OBJECT_CREATION"
            ],
            "behavioral_tags_b": [
                "OBJECT_CREATION",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "augmented_dependencies_for_class_node",
            "function_b": "append_new_import_node",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.28,
            "behavioral_tags_a": [
                "OBJECT_CREATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "augmented_dependencies_for_class_node",
            "function_b": "check_dependencies_and_create_import_node",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.49,
            "behavioral_tags_a": [
                "OBJECT_CREATION"
            ],
            "behavioral_tags_b": [
                "DELETE_OPERATION",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "HIGH",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 100,
            "fusion_risk_level": "CRITICAL",
            "fusion_opposing_detected": false,
            "governance_action": "FREEZE_PATCH",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "augmented_dependencies_for_class_node",
            "function_b": "get_class_node_and_dependencies",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.74,
            "behavioral_tags_a": [
                "OBJECT_CREATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "replace_class_node",
            "function_b": "append_new_import_node",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.46,
            "behavioral_tags_a": [
                "OBJECT_CREATION",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "replace_class_node",
            "function_b": "replace_unprotected_image_processing_imports",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.24,
            "behavioral_tags_a": [
                "OBJECT_CREATION",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "replace_class_node",
            "function_b": "check_dependencies_and_create_import_node",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.35,
            "behavioral_tags_a": [
                "OBJECT_CREATION",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "DELETE_OPERATION",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "HIGH",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 86,
            "fusion_risk_level": "CRITICAL",
            "fusion_opposing_detected": false,
            "governance_action": "FREEZE_PATCH",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "replace_class_node",
            "function_b": "get_class_node_and_dependencies",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.58,
            "behavioral_tags_a": [
                "OBJECT_CREATION",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 47,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "find_file_type",
            "function_b": "convert_modular_file",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.27,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ",
                "OBJECT_CREATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "append_new_import_node",
            "function_b": "check_dependencies_and_create_import_node",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.61,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "DELETE_OPERATION",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "HIGH",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 100,
            "fusion_risk_level": "CRITICAL",
            "fusion_opposing_detected": false,
            "governance_action": "FREEZE_PATCH",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "append_new_import_node",
            "function_b": "get_class_node_and_dependencies",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.25,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "get_needed_imports",
            "function_b": "_ensure_utils_availability_imports",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.64,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "get_needed_imports",
            "function_b": "protect_torch_imports_for_pil",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.38,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "get_needed_imports",
            "function_b": "replace_unprotected_image_processing_imports",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.37,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 55,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "get_needed_imports",
            "function_b": "get_class_node_and_dependencies",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.27,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "_ensure_utils_availability_imports",
            "function_b": "protect_torch_imports_for_pil",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.43,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 53,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "_ensure_utils_availability_imports",
            "function_b": "replace_unprotected_image_processing_imports",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.47,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "protect_torch_imports_for_pil",
            "function_b": "replace_unprotected_image_processing_imports",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.42,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "check_dependencies_and_create_import_node",
            "function_b": "get_class_node_and_dependencies",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.6,
            "behavioral_tags_a": [
                "DELETE_OPERATION",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "HIGH",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 76,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "check_dependencies_and_create_import_node",
            "function_b": "create_modules",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.36,
            "behavioral_tags_a": [
                "DELETE_OPERATION",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "HIGH",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 90,
            "fusion_risk_level": "CRITICAL",
            "fusion_opposing_detected": true,
            "governance_action": "FREEZE_PATCH",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_converter.py",
            "file_path_b": null,
            "function_a": "run_ruff",
            "function_b": "run_converter",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.18,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_detector.py",
            "file_path_b": null,
            "function_a": "build_date_data",
            "function_b": "_parse_release_date",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.43,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\modular_model_detector.py",
            "file_path_b": null,
            "function_a": "_load_definition_line_map",
            "function_b": "_resolve_definition_location",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.17,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\notification_service.py",
            "file_path_b": null,
            "function_a": "handle_test_results",
            "function_b": "handle_stacktraces",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.18,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\notification_service.py",
            "file_path_b": null,
            "function_a": "retrieve_artifact",
            "function_b": "retrieve_available_artifacts",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.84,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "OBJECT_CREATION",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 36,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\notification_service_doc_tests.py",
            "file_path_b": null,
            "function_a": "retrieve_artifact",
            "function_b": "retrieve_available_artifacts",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.84,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "OBJECT_CREATION",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 36,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\patch_helper.py",
            "file_path_b": null,
            "function_a": "get_release_branch_name",
            "function_b": "checkout_branch",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.47,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\patch_helper.py",
            "file_path_b": null,
            "function_a": "get_release_branch_name",
            "function_b": "get_prs_by_label",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.29,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\patch_helper.py",
            "file_path_b": null,
            "function_a": "get_release_branch_name",
            "function_b": "get_commit_timestamp",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.38,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\patch_helper.py",
            "file_path_b": null,
            "function_a": "get_prs_by_label",
            "function_b": "get_commit_timestamp",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.17,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\patch_helper.py",
            "file_path_b": null,
            "function_a": "get_commit_timestamp",
            "function_b": "cherry_pick_commit",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.35,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 26,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\patch_helper.py",
            "file_path_b": null,
            "function_a": "get_commit_timestamp",
            "function_b": "commit_in_history",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.54,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 18,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\patch_helper.py",
            "file_path_b": null,
            "function_a": "cherry_pick_commit",
            "function_b": "commit_in_history",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.5,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 20,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\pr_slow_ci_models.py",
            "file_path_b": null,
            "function_a": "get_new_python_files_between_commits",
            "function_b": "get_new_python_files",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.75,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\pr_slow_ci_models.py",
            "file_path_b": null,
            "function_a": "get_new_python_files_between_commits",
            "function_b": "get_new_model",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.17,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\pr_slow_ci_models.py",
            "file_path_b": null,
            "function_a": "get_new_python_files_between_commits",
            "function_b": "get_models",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.08,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\pr_slow_ci_models.py",
            "file_path_b": null,
            "function_a": "get_new_python_files",
            "function_b": "get_new_model",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.31,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 28,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\pr_slow_ci_models.py",
            "file_path_b": null,
            "function_a": "get_new_python_files",
            "function_b": "get_models",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.17,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\pr_slow_ci_models.py",
            "file_path_b": null,
            "function_a": "get_new_model",
            "function_b": "get_models",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.71,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 12,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\pr_slow_ci_models.py",
            "file_path_b": null,
            "function_a": "get_new_model",
            "function_b": "check_model_names",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.55,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 18,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\release.py",
            "file_path_b": null,
            "function_a": "update_version_in_file",
            "function_b": "update_version_in_examples",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.7,
            "behavioral_tags_a": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "DELETE_OPERATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "HIGH",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 90,
            "fusion_risk_level": "CRITICAL",
            "fusion_opposing_detected": true,
            "governance_action": "FREEZE_PATCH",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\release.py",
            "file_path_b": null,
            "function_a": "update_version_in_file",
            "function_b": "global_version_update",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.6,
            "behavioral_tags_a": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 46,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\release.py",
            "file_path_b": null,
            "function_a": "update_version_in_file",
            "function_b": "get_version",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.5,
            "behavioral_tags_a": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\release.py",
            "file_path_b": null,
            "function_a": "update_version_in_examples",
            "function_b": "global_version_update",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.6,
            "behavioral_tags_a": [
                "DELETE_OPERATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "HIGH",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 76,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\release.py",
            "file_path_b": null,
            "function_a": "update_version_in_examples",
            "function_b": "get_version",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.53,
            "behavioral_tags_a": [
                "DELETE_OPERATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "HIGH",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 100,
            "fusion_risk_level": "CRITICAL",
            "fusion_opposing_detected": false,
            "governance_action": "FREEZE_PATCH",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\release.py",
            "file_path_b": null,
            "function_a": "global_version_update",
            "function_b": "get_version",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.52,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\release.py",
            "file_path_b": null,
            "function_a": "remove_conversion_scripts",
            "function_b": "remove_internal_utils",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.33,
            "behavioral_tags_a": [
                "DELETE_OPERATION"
            ],
            "behavioral_tags_b": [
                "DELETE_OPERATION"
            ],
            "behavioral_risk_a": "HIGH",
            "behavioral_risk_b": "HIGH",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 87,
            "fusion_risk_level": "CRITICAL",
            "fusion_opposing_detected": false,
            "governance_action": "FREEZE_PATCH",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\release.py",
            "file_path_b": null,
            "function_a": "pre_release_work",
            "function_b": "post_release_work",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.75,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 10,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\scan_skipped_tests.py",
            "file_path_b": null,
            "function_a": "get_common_tests",
            "function_b": "get_models_and_test_files",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.39,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 24,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\scan_skipped_tests.py",
            "file_path_b": null,
            "function_a": "get_common_tests",
            "function_b": "summarize_all_tests",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.59,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\scan_skipped_tests.py",
            "file_path_b": null,
            "function_a": "get_models_and_test_files",
            "function_b": "extract_test_info",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.51,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 20,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\scan_skipped_tests.py",
            "file_path_b": null,
            "function_a": "get_models_and_test_files",
            "function_b": "summarize_single_test",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.25,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\scan_skipped_tests.py",
            "file_path_b": null,
            "function_a": "_extract_reason_from_decorators",
            "function_b": "extract_test_info",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.22,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\scan_skipped_tests.py",
            "file_path_b": null,
            "function_a": "extract_test_info",
            "function_b": "summarize_single_test",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.56,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\scan_skipped_tests.py",
            "file_path_b": null,
            "function_a": "summarize_single_test",
            "function_b": "summarize_all_tests",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.9,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 34,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\sort_auto_mappings.py",
            "file_path_b": null,
            "function_a": "sort_auto_mapping",
            "function_b": "sort_all_auto_mappings",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.93,
            "behavioral_tags_a": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 32,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "checkout_commit",
            "function_b": "parse_commit_message",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.51,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "keep_doc_examples_only",
            "function_b": "diff_is_docstring_only",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.4,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 54,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "keep_doc_examples_only",
            "function_b": "diff_contains_doc_examples",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.54,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 48,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "keep_doc_examples_only",
            "function_b": "init_test_examples_dependencies",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.13,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_all_tests",
            "function_b": "get_impacted_files_from_tiny_model_summary",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.13,
            "behavioral_tags_a": [
                "DELETE_OPERATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "HIGH",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 100,
            "fusion_risk_level": "CRITICAL",
            "fusion_opposing_detected": false,
            "governance_action": "FREEZE_PATCH",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_all_tests",
            "function_b": "get_diff",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.25,
            "behavioral_tags_a": [
                "DELETE_OPERATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "HIGH",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 100,
            "fusion_risk_level": "CRITICAL",
            "fusion_opposing_detected": false,
            "governance_action": "FREEZE_PATCH",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_all_tests",
            "function_b": "get_modified_python_files",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.14,
            "behavioral_tags_a": [
                "DELETE_OPERATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "HIGH",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 100,
            "fusion_risk_level": "CRITICAL",
            "fusion_opposing_detected": false,
            "governance_action": "FREEZE_PATCH",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_all_tests",
            "function_b": "get_diff_for_doctesting",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.41,
            "behavioral_tags_a": [
                "DELETE_OPERATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "HIGH",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 100,
            "fusion_risk_level": "CRITICAL",
            "fusion_opposing_detected": false,
            "governance_action": "FREEZE_PATCH",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_all_tests",
            "function_b": "get_all_doctest_files",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.65,
            "behavioral_tags_a": [
                "DELETE_OPERATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "HIGH",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 74,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_all_tests",
            "function_b": "get_new_doctest_files",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.48,
            "behavioral_tags_a": [
                "DELETE_OPERATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "HIGH",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 100,
            "fusion_risk_level": "CRITICAL",
            "fusion_opposing_detected": false,
            "governance_action": "FREEZE_PATCH",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_all_tests",
            "function_b": "get_doctest_files",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.52,
            "behavioral_tags_a": [
                "DELETE_OPERATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "HIGH",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 100,
            "fusion_risk_level": "CRITICAL",
            "fusion_opposing_detected": false,
            "governance_action": "FREEZE_PATCH",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_all_tests",
            "function_b": "get_module_dependencies",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.14,
            "behavioral_tags_a": [
                "DELETE_OPERATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "HIGH",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 100,
            "fusion_risk_level": "CRITICAL",
            "fusion_opposing_detected": false,
            "governance_action": "FREEZE_PATCH",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_all_tests",
            "function_b": "get_tree_starting_at",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.18,
            "behavioral_tags_a": [
                "DELETE_OPERATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "HIGH",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 100,
            "fusion_risk_level": "CRITICAL",
            "fusion_opposing_detected": false,
            "governance_action": "FREEZE_PATCH",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_all_tests",
            "function_b": "get_repo_utils_tests",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.51,
            "behavioral_tags_a": [
                "DELETE_OPERATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "HIGH",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 80,
            "fusion_risk_level": "CRITICAL",
            "fusion_opposing_detected": false,
            "governance_action": "FREEZE_PATCH",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_all_tests",
            "function_b": "should_run_repo_utils_tests",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.38,
            "behavioral_tags_a": [
                "DELETE_OPERATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "HIGH",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 85,
            "fusion_risk_level": "CRITICAL",
            "fusion_opposing_detected": false,
            "governance_action": "FREEZE_PATCH",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_all_tests",
            "function_b": "infer_tests_to_run",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.56,
            "behavioral_tags_a": [
                "DELETE_OPERATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "HIGH",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 100,
            "fusion_risk_level": "CRITICAL",
            "fusion_opposing_detected": true,
            "governance_action": "FREEZE_PATCH",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_all_tests",
            "function_b": "filter_tests",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.61,
            "behavioral_tags_a": [
                "DELETE_OPERATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "HIGH",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 100,
            "fusion_risk_level": "CRITICAL",
            "fusion_opposing_detected": true,
            "governance_action": "FREEZE_PATCH",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "diff_is_docstring_only",
            "function_b": "diff_contains_doc_examples",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.86,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 36,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "diff_is_docstring_only",
            "function_b": "get_diff",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.63,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "diff_is_docstring_only",
            "function_b": "get_diff_for_doctesting",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.81,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 37,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "diff_contains_doc_examples",
            "function_b": "get_diff",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.62,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "diff_contains_doc_examples",
            "function_b": "get_diff_for_doctesting",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.79,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 38,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "diff_contains_doc_examples",
            "function_b": "init_test_examples_dependencies",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.27,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_impacted_files_from_tiny_model_summary",
            "function_b": "get_diff",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.1,
            "behavioral_tags_a": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_impacted_files_from_tiny_model_summary",
            "function_b": "get_modified_python_files",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.39,
            "behavioral_tags_a": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 54,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_impacted_files_from_tiny_model_summary",
            "function_b": "get_diff_for_doctesting",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.23,
            "behavioral_tags_a": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_impacted_files_from_tiny_model_summary",
            "function_b": "get_all_doctest_files",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.3,
            "behavioral_tags_a": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_impacted_files_from_tiny_model_summary",
            "function_b": "get_new_doctest_files",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.25,
            "behavioral_tags_a": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_impacted_files_from_tiny_model_summary",
            "function_b": "get_doctest_files",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.28,
            "behavioral_tags_a": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_impacted_files_from_tiny_model_summary",
            "function_b": "get_module_dependencies",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.18,
            "behavioral_tags_a": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_impacted_files_from_tiny_model_summary",
            "function_b": "get_tree_starting_at",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.11,
            "behavioral_tags_a": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_impacted_files_from_tiny_model_summary",
            "function_b": "get_repo_utils_tests",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.12,
            "behavioral_tags_a": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_impacted_files_from_tiny_model_summary",
            "function_b": "create_test_list_from_filter",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.05,
            "behavioral_tags_a": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_diff",
            "function_b": "get_modified_python_files",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.22,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_diff",
            "function_b": "get_diff_for_doctesting",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.62,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 45,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_diff",
            "function_b": "get_all_doctest_files",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.14,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_diff",
            "function_b": "get_new_doctest_files",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.13,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_diff",
            "function_b": "get_doctest_files",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.17,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_diff",
            "function_b": "get_module_dependencies",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.16,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_diff",
            "function_b": "get_tree_starting_at",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.1,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_diff",
            "function_b": "get_repo_utils_tests",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.18,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_modified_python_files",
            "function_b": "get_diff_for_doctesting",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.35,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 56,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_modified_python_files",
            "function_b": "get_all_doctest_files",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.37,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_modified_python_files",
            "function_b": "get_new_doctest_files",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.39,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 54,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_modified_python_files",
            "function_b": "get_doctest_files",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.37,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 55,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_modified_python_files",
            "function_b": "get_module_dependencies",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.21,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_modified_python_files",
            "function_b": "get_tree_starting_at",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.07,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_modified_python_files",
            "function_b": "get_repo_utils_tests",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.16,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_diff_for_doctesting",
            "function_b": "get_all_doctest_files",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.62,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_diff_for_doctesting",
            "function_b": "get_new_doctest_files",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.62,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 45,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_diff_for_doctesting",
            "function_b": "get_doctest_files",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.66,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 44,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_diff_for_doctesting",
            "function_b": "get_module_dependencies",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.12,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_diff_for_doctesting",
            "function_b": "get_tree_starting_at",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.06,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_diff_for_doctesting",
            "function_b": "get_repo_utils_tests",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.42,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_all_doctest_files",
            "function_b": "get_new_doctest_files",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.88,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 35,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_all_doctest_files",
            "function_b": "get_doctest_files",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.94,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 32,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_all_doctest_files",
            "function_b": "get_module_dependencies",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.16,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_all_doctest_files",
            "function_b": "get_tree_starting_at",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.14,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_all_doctest_files",
            "function_b": "get_repo_utils_tests",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.46,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 52,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_new_doctest_files",
            "function_b": "get_doctest_files",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.91,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 33,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_new_doctest_files",
            "function_b": "get_module_dependencies",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.1,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_new_doctest_files",
            "function_b": "get_tree_starting_at",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.09,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_new_doctest_files",
            "function_b": "get_repo_utils_tests",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.48,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_doctest_files",
            "function_b": "get_module_dependencies",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.16,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_doctest_files",
            "function_b": "get_tree_starting_at",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.11,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_doctest_files",
            "function_b": "get_repo_utils_tests",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.48,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_module_dependencies",
            "function_b": "get_tree_starting_at",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.12,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_module_dependencies",
            "function_b": "init_test_examples_dependencies",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.46,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 52,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_module_dependencies",
            "function_b": "create_module_to_test_map",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.34,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_module_dependencies",
            "function_b": "get_repo_utils_tests",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.21,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "create_reverse_dependency_tree",
            "function_b": "get_tree_starting_at",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.42,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 53,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "create_reverse_dependency_tree",
            "function_b": "print_tree_deps_of",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.45,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "create_reverse_dependency_tree",
            "function_b": "create_reverse_dependency_map",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.77,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 39,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "create_reverse_dependency_tree",
            "function_b": "create_module_to_test_map",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.16,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "create_reverse_dependency_tree",
            "function_b": "create_test_list_from_filter",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.08,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_tree_starting_at",
            "function_b": "print_tree_deps_of",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.53,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_tree_starting_at",
            "function_b": "get_repo_utils_tests",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.07,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "print_tree_deps_of",
            "function_b": "_print_list",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.5,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "init_test_examples_dependencies",
            "function_b": "create_module_to_test_map",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.42,
            "behavioral_tags_a": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 53,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "init_test_examples_dependencies",
            "function_b": "create_test_list_from_filter",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.25,
            "behavioral_tags_a": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "create_reverse_dependency_map",
            "function_b": "create_module_to_test_map",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.43,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 53,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "create_reverse_dependency_map",
            "function_b": "create_test_list_from_filter",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.11,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "create_module_to_test_map",
            "function_b": "create_test_list_from_filter",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.45,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 52,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_repo_utils_tests",
            "function_b": "should_run_repo_utils_tests",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.86,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 6,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_repo_utils_tests",
            "function_b": "infer_tests_to_run",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.43,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "get_repo_utils_tests",
            "function_b": "filter_tests",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.39,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "should_run_repo_utils_tests",
            "function_b": "infer_tests_to_run",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.47,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "should_run_repo_utils_tests",
            "function_b": "filter_tests",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.32,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "_print_list",
            "function_b": "create_test_list_from_filter",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.27,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "infer_tests_to_run",
            "function_b": "filter_tests",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.54,
            "behavioral_tags_a": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 48,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\tests_fetcher.py",
            "file_path_b": null,
            "function_a": "filter_tests",
            "function_b": "create_test_list_from_filter",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.77,
            "behavioral_tags_a": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 39,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\update_metadata.py",
            "file_path_b": null,
            "function_a": "get_frameworks_table",
            "function_b": "update_pipeline_and_auto_class_table",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.21,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\update_metadata.py",
            "file_path_b": null,
            "function_a": "update_pipeline_and_auto_class_table",
            "function_b": "update_metadata",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.3,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\update_metadata.py",
            "file_path_b": null,
            "function_a": "update_pipeline_and_auto_class_table",
            "function_b": "check_pipeline_tags",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.41,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\update_tiny_models.py",
            "file_path_b": null,
            "function_a": "get_all_model_names",
            "function_b": "get_tiny_model_names_from_repo",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.67,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\update_tiny_models.py",
            "file_path_b": null,
            "function_a": "get_all_model_names",
            "function_b": "get_tiny_model_summary_from_hub",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.45,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\utils\\update_tiny_models.py",
            "file_path_b": null,
            "function_a": "get_tiny_model_names_from_repo",
            "function_b": "get_tiny_model_summary_from_hub",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.48,
            "behavioral_tags_a": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 51,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\benchmark_v2\\benchmark_scripts\\continuous_batching_overall.py",
            "file_path_b": null,
            "function_a": "_build_gsm8k_platinum_module",
            "function_b": "_build_lighteval_inputs_scorer",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.24,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\benchmark_v2\\benchmark_scripts\\continuous_batching_overall.py",
            "file_path_b": null,
            "function_a": "_build_gsm8k_platinum_module",
            "function_b": "get_tokenized_gsm8k",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.53,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 19,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\benchmark_v2\\benchmark_scripts\\continuous_batching_overall.py",
            "file_path_b": null,
            "function_a": "get_tokenized_gsm8k",
            "function_b": "get_tokenized_ifeval",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.53,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 19,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\benchmark_v2\\benchmark_scripts\\continuous_batching_overall.py",
            "file_path_b": null,
            "function_a": "get_tokenized_gsm8k",
            "function_b": "get_random_data",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.13,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\benchmark_v2\\benchmark_scripts\\continuous_batching_overall.py",
            "file_path_b": null,
            "function_a": "get_tokenized_ifeval",
            "function_b": "get_random_data",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.08,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\benchmark_v2\\framework\\hardware_metrics.py",
            "file_path_b": null,
            "function_a": "get_device_name_and_memory_total",
            "function_b": "get_amd_gpu_stats",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.42,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 23,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\benchmark_v2\\framework\\hardware_metrics.py",
            "file_path_b": null,
            "function_a": "get_device_name_and_memory_total",
            "function_b": "get_intel_xpu_stats",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.39,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\benchmark_v2\\framework\\hardware_metrics.py",
            "file_path_b": null,
            "function_a": "get_device_name_and_memory_total",
            "function_b": "get_nvidia_gpu_stats",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.38,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 25,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\benchmark_v2\\framework\\hardware_metrics.py",
            "file_path_b": null,
            "function_a": "get_amd_gpu_stats",
            "function_b": "get_intel_xpu_stats",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.65,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\benchmark_v2\\framework\\hardware_metrics.py",
            "file_path_b": null,
            "function_a": "get_amd_gpu_stats",
            "function_b": "get_nvidia_gpu_stats",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.81,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 7,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\benchmark_v2\\framework\\hardware_metrics.py",
            "file_path_b": null,
            "function_a": "get_intel_xpu_stats",
            "function_b": "get_nvidia_gpu_stats",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.58,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\examples\\modular-transformers\\modeling_new_task_model.py",
            "file_path_b": null,
            "function_a": "token_type_ids_mask_function",
            "function_b": "create_causal_mask_mapping",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.31,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\examples\\pytorch\\3d_parallel_checks.py",
            "file_path_b": null,
            "function_a": "sanity_check_tensor_sync",
            "function_b": "check_params_sync",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.5,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\examples\\pytorch\\3d_parallel_checks.py",
            "file_path_b": null,
            "function_a": "get_parameters",
            "function_b": "update_model_parameters",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.4,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\examples\\pytorch\\conftest.py",
            "file_path_b": null,
            "function_a": "pytest_addoption",
            "function_b": "pytest_terminal_summary",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.63,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 15,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\examples\\pytorch\\continuous_batching.py",
            "file_path_b": null,
            "function_a": "generate_without_cb",
            "function_b": "batch_generate",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.47,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\examples\\pytorch\\test_accelerate_examples.py",
            "file_path_b": null,
            "function_a": "get_setup_file",
            "function_b": "get_results",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.11,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\examples\\quantization\\custom_quantization_int8_example.py",
            "file_path_b": null,
            "function_a": "_replace_with_int8_symmetric_linear",
            "function_b": "replace_with_int8_symmetric_linear",
            "semantic_decision": "SAFE",
            "semantic_score": 1.0,
            "behavioral_tags_a": [
                "OBJECT_CREATION",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 30,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\examples\\pytorch\\question-answering\\utils_qa.py",
            "file_path_b": null,
            "function_a": "postprocess_qa_predictions",
            "function_b": "postprocess_qa_predictions_with_beam_search",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.75,
            "behavioral_tags_a": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\examples\\pytorch\\text-generation\\run_generation.py",
            "file_path_b": null,
            "function_a": "prepare_ctrl_input",
            "function_b": "prepare_xlm_input",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.41,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\examples\\pytorch\\text-generation\\run_generation.py",
            "file_path_b": null,
            "function_a": "prepare_ctrl_input",
            "function_b": "prepare_xlnet_input",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.37,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 25,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\examples\\pytorch\\text-generation\\run_generation.py",
            "file_path_b": null,
            "function_a": "prepare_ctrl_input",
            "function_b": "prepare_transfoxl_input",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.49,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 20,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\examples\\pytorch\\text-generation\\run_generation.py",
            "file_path_b": null,
            "function_a": "prepare_ctrl_input",
            "function_b": "prepare_jit_inputs",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.43,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 23,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\examples\\pytorch\\text-generation\\run_generation.py",
            "file_path_b": null,
            "function_a": "prepare_xlm_input",
            "function_b": "prepare_xlnet_input",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.75,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\examples\\pytorch\\text-generation\\run_generation.py",
            "file_path_b": null,
            "function_a": "prepare_xlm_input",
            "function_b": "prepare_transfoxl_input",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.33,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\examples\\pytorch\\text-generation\\run_generation.py",
            "file_path_b": null,
            "function_a": "prepare_xlm_input",
            "function_b": "prepare_jit_inputs",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.35,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\examples\\pytorch\\text-generation\\run_generation.py",
            "file_path_b": null,
            "function_a": "prepare_xlnet_input",
            "function_b": "prepare_transfoxl_input",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.29,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\examples\\pytorch\\text-generation\\run_generation.py",
            "file_path_b": null,
            "function_a": "prepare_xlnet_input",
            "function_b": "prepare_jit_inputs",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.38,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 25,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\examples\\pytorch\\text-generation\\run_generation.py",
            "file_path_b": null,
            "function_a": "prepare_transfoxl_input",
            "function_b": "prepare_jit_inputs",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.31,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\examples\\pytorch\\text-generation\\run_generation.py",
            "file_path_b": null,
            "function_a": "adjust_length_to_model",
            "function_b": "sparse_model_config",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.3,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\audio_utils.py",
            "file_path_b": null,
            "function_a": "_fetch_audio_bytes",
            "function_b": "load_audio",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.64,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\audio_utils.py",
            "file_path_b": null,
            "function_a": "_fetch_audio_bytes",
            "function_b": "load_audio_torchcodec",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.45,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 22,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\audio_utils.py",
            "file_path_b": null,
            "function_a": "_fetch_audio_bytes",
            "function_b": "load_audio_librosa",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.49,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 50,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\audio_utils.py",
            "file_path_b": null,
            "function_a": "_fetch_audio_bytes",
            "function_b": "load_audio_as",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.62,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 45,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\audio_utils.py",
            "file_path_b": null,
            "function_a": "_fetch_audio_bytes",
            "function_b": "is_valid_audio",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.48,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\audio_utils.py",
            "file_path_b": null,
            "function_a": "_fetch_audio_bytes",
            "function_b": "is_valid_list_of_audio",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.52,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\audio_utils.py",
            "file_path_b": null,
            "function_a": "_fetch_audio_bytes",
            "function_b": "make_list_of_audio",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.55,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\audio_utils.py",
            "file_path_b": null,
            "function_a": "load_audio",
            "function_b": "load_audio_torchcodec",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.66,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 14,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\audio_utils.py",
            "file_path_b": null,
            "function_a": "load_audio",
            "function_b": "load_audio_librosa",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.75,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\audio_utils.py",
            "file_path_b": null,
            "function_a": "load_audio",
            "function_b": "load_audio_as",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.97,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 31,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\audio_utils.py",
            "file_path_b": null,
            "function_a": "load_audio",
            "function_b": "is_valid_audio",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.54,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\audio_utils.py",
            "file_path_b": null,
            "function_a": "load_audio",
            "function_b": "is_valid_list_of_audio",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.56,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\audio_utils.py",
            "file_path_b": null,
            "function_a": "load_audio",
            "function_b": "make_list_of_audio",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.64,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\audio_utils.py",
            "file_path_b": null,
            "function_a": "load_audio_torchcodec",
            "function_b": "load_audio_librosa",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.58,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 47,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\audio_utils.py",
            "file_path_b": null,
            "function_a": "load_audio_torchcodec",
            "function_b": "load_audio_as",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.65,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 44,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\audio_utils.py",
            "file_path_b": null,
            "function_a": "load_audio_torchcodec",
            "function_b": "is_valid_audio",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.36,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\audio_utils.py",
            "file_path_b": null,
            "function_a": "load_audio_torchcodec",
            "function_b": "is_valid_list_of_audio",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.42,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\audio_utils.py",
            "file_path_b": null,
            "function_a": "load_audio_torchcodec",
            "function_b": "make_list_of_audio",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.47,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\audio_utils.py",
            "file_path_b": null,
            "function_a": "load_audio_librosa",
            "function_b": "load_audio_as",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.73,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 41,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\audio_utils.py",
            "file_path_b": null,
            "function_a": "load_audio_librosa",
            "function_b": "is_valid_audio",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.42,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\audio_utils.py",
            "file_path_b": null,
            "function_a": "load_audio_librosa",
            "function_b": "is_valid_list_of_audio",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.48,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\audio_utils.py",
            "file_path_b": null,
            "function_a": "load_audio_librosa",
            "function_b": "make_list_of_audio",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.53,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\audio_utils.py",
            "file_path_b": null,
            "function_a": "load_audio_as",
            "function_b": "is_valid_audio",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.54,
            "behavioral_tags_a": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\audio_utils.py",
            "file_path_b": null,
            "function_a": "load_audio_as",
            "function_b": "is_valid_list_of_audio",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.56,
            "behavioral_tags_a": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\audio_utils.py",
            "file_path_b": null,
            "function_a": "load_audio_as",
            "function_b": "make_list_of_audio",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.65,
            "behavioral_tags_a": [
                "FILE_READ",
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\audio_utils.py",
            "file_path_b": null,
            "function_a": "conv1d_output_length",
            "function_b": "optimal_fft_length",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.36,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 26,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\audio_utils.py",
            "file_path_b": null,
            "function_a": "is_valid_audio",
            "function_b": "is_valid_list_of_audio",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.78,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 8,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\audio_utils.py",
            "file_path_b": null,
            "function_a": "is_valid_audio",
            "function_b": "make_list_of_audio",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.46,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 22,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\audio_utils.py",
            "file_path_b": null,
            "function_a": "is_valid_list_of_audio",
            "function_b": "make_list_of_audio",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.81,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 7,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\audio_utils.py",
            "file_path_b": null,
            "function_a": "hertz_to_mel",
            "function_b": "mel_to_hertz",
            "semantic_decision": "SAFE",
            "semantic_score": 0.97,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 1,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\audio_utils.py",
            "file_path_b": null,
            "function_a": "hertz_to_mel",
            "function_b": "hertz_to_octave",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.54,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 18,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\audio_utils.py",
            "file_path_b": null,
            "function_a": "hertz_to_mel",
            "function_b": "mel_filter_bank",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.38,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 25,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\audio_utils.py",
            "file_path_b": null,
            "function_a": "mel_to_hertz",
            "function_b": "hertz_to_octave",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.49,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 20,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\audio_utils.py",
            "file_path_b": null,
            "function_a": "mel_to_hertz",
            "function_b": "mel_filter_bank",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.39,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 24,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\audio_utils.py",
            "file_path_b": null,
            "function_a": "_create_triangular_filter_bank",
            "function_b": "chroma_filter_bank",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.59,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 16,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\audio_utils.py",
            "file_path_b": null,
            "function_a": "_create_triangular_filter_bank",
            "function_b": "mel_filter_bank",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.57,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 17,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\audio_utils.py",
            "file_path_b": null,
            "function_a": "chroma_filter_bank",
            "function_b": "mel_filter_bank",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.63,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 15,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\audio_utils.py",
            "file_path_b": null,
            "function_a": "spectrogram",
            "function_b": "spectrogram_batch",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.8,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 8,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\audio_utils.py",
            "file_path_b": null,
            "function_a": "spectrogram_batch",
            "function_b": "power_to_db_batch",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.38,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 25,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\audio_utils.py",
            "file_path_b": null,
            "function_a": "spectrogram_batch",
            "function_b": "amplitude_to_db_batch",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.41,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 24,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\audio_utils.py",
            "file_path_b": null,
            "function_a": "power_to_db",
            "function_b": "power_to_db_batch",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.72,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 11,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\audio_utils.py",
            "file_path_b": null,
            "function_a": "power_to_db_batch",
            "function_b": "amplitude_to_db_batch",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.64,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 14,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\audio_utils.py",
            "file_path_b": null,
            "function_a": "amplitude_to_db",
            "function_b": "amplitude_to_db_batch",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.8,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 8,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\backbone_utils.py",
            "file_path_b": null,
            "function_a": "consolidate_backbone_kwargs_to_config",
            "function_b": "load_backbone",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.55,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 48,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\conversion_mapping.py",
            "file_path_b": null,
            "function_a": "_build_checkpoint_conversion_mapping",
            "function_b": "get_checkpoint_conversion_mapping",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.89,
            "behavioral_tags_a": [
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 34,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\conversion_mapping.py",
            "file_path_b": null,
            "function_a": "_build_checkpoint_conversion_mapping",
            "function_b": "register_checkpoint_conversion_mapping",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.89,
            "behavioral_tags_a": [
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 34,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\conversion_mapping.py",
            "file_path_b": null,
            "function_a": "_build_checkpoint_conversion_mapping",
            "function_b": "get_model_conversion_mapping",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.47,
            "behavioral_tags_a": [
                "FILE_WRITE",
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\conversion_mapping.py",
            "file_path_b": null,
            "function_a": "get_checkpoint_conversion_mapping",
            "function_b": "register_checkpoint_conversion_mapping",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.87,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 5,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\conversion_mapping.py",
            "file_path_b": null,
            "function_a": "get_checkpoint_conversion_mapping",
            "function_b": "get_model_conversion_mapping",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.6,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 46,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\conversion_mapping.py",
            "file_path_b": null,
            "function_a": "register_checkpoint_conversion_mapping",
            "function_b": "get_model_conversion_mapping",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.49,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\conversion_mapping.py",
            "file_path_b": null,
            "function_a": "extract_weight_conversions_for_model",
            "function_b": "get_model_conversion_mapping",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.56,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\core_model_loading.py",
            "file_path_b": null,
            "function_a": "process_target_pattern",
            "function_b": "process_source_pattern",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.8,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 8,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\core_model_loading.py",
            "file_path_b": null,
            "function_a": "process_source_pattern",
            "function_b": "rename_source_key",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.23,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\core_model_loading.py",
            "file_path_b": null,
            "function_a": "_materialize_copy",
            "function_b": "spawn_materialize",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.57,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\core_model_loading.py",
            "file_path_b": null,
            "function_a": "_materialize_copy",
            "function_b": "spawn_tp_materialize",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.47,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\core_model_loading.py",
            "file_path_b": null,
            "function_a": "spawn_materialize",
            "function_b": "spawn_tp_materialize",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.8,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "SAFE",
            "fusion_risk_score": 8,
            "fusion_risk_level": "LOW",
            "fusion_opposing_detected": false,
            "governance_action": "AUTO_APPLY",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\core_model_loading.py",
            "file_path_b": null,
            "function_a": "dot_natural_key",
            "function_b": "rename_source_key",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.46,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 52,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\core_model_loading.py",
            "file_path_b": null,
            "function_a": "log_conversion_errors",
            "function_b": "revert_weight_conversion",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.3,
            "behavioral_tags_a": [
                "OBJECT_CREATION"
            ],
            "behavioral_tags_b": [
                "OBJECT_CREATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\core_model_loading.py",
            "file_path_b": null,
            "function_a": "set_param_for_module",
            "function_b": "offload_and_maybe_resave_param",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.29,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\core_model_loading.py",
            "file_path_b": null,
            "function_a": "offload_and_maybe_resave_param",
            "function_b": "convert_and_load_state_dict_in_model",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.17,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "OBJECT_CREATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\dynamic_module_utils.py",
            "file_path_b": null,
            "function_a": "_sanitize_module_name",
            "function_b": "create_dynamic_module",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.38,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\dynamic_module_utils.py",
            "file_path_b": null,
            "function_a": "_sanitize_module_name",
            "function_b": "get_class_in_module",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.36,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\dynamic_module_utils.py",
            "file_path_b": null,
            "function_a": "_sanitize_module_name",
            "function_b": "get_cached_module_file",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.4,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\dynamic_module_utils.py",
            "file_path_b": null,
            "function_a": "_sanitize_module_name",
            "function_b": "get_class_from_dynamic_module",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.31,
            "behavioral_tags_a": [],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "LOW",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 40,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\dynamic_module_utils.py",
            "file_path_b": null,
            "function_a": "create_dynamic_module",
            "function_b": "get_class_in_module",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.48,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 51,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\dynamic_module_utils.py",
            "file_path_b": null,
            "function_a": "create_dynamic_module",
            "function_b": "get_cached_module_file",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.35,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 56,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\dynamic_module_utils.py",
            "file_path_b": null,
            "function_a": "create_dynamic_module",
            "function_b": "get_class_from_dynamic_module",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.69,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 42,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\dynamic_module_utils.py",
            "file_path_b": null,
            "function_a": "get_relative_imports",
            "function_b": "get_relative_import_files",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.87,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 35,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\dynamic_module_utils.py",
            "file_path_b": null,
            "function_a": "get_relative_imports",
            "function_b": "get_imports",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.81,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 37,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\dynamic_module_utils.py",
            "file_path_b": null,
            "function_a": "get_relative_imports",
            "function_b": "check_imports",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.63,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 45,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\dynamic_module_utils.py",
            "file_path_b": null,
            "function_a": "get_relative_imports",
            "function_b": "get_class_in_module",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.34,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\dynamic_module_utils.py",
            "file_path_b": null,
            "function_a": "get_relative_imports",
            "function_b": "get_cached_module_file",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.33,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 57,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\dynamic_module_utils.py",
            "file_path_b": null,
            "function_a": "get_relative_imports",
            "function_b": "get_class_from_dynamic_module",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.31,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\dynamic_module_utils.py",
            "file_path_b": null,
            "function_a": "get_relative_import_files",
            "function_b": "get_imports",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.65,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 44,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\dynamic_module_utils.py",
            "file_path_b": null,
            "function_a": "get_relative_import_files",
            "function_b": "get_class_in_module",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.28,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\dynamic_module_utils.py",
            "file_path_b": null,
            "function_a": "get_relative_import_files",
            "function_b": "_compute_local_source_files_hash",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.41,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 54,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\dynamic_module_utils.py",
            "file_path_b": null,
            "function_a": "get_relative_import_files",
            "function_b": "get_cached_module_file",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.36,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 56,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\dynamic_module_utils.py",
            "file_path_b": null,
            "function_a": "get_relative_import_files",
            "function_b": "get_class_from_dynamic_module",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.24,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\dynamic_module_utils.py",
            "file_path_b": null,
            "function_a": "get_imports",
            "function_b": "check_imports",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.79,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 38,
            "fusion_risk_level": "MEDIUM",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\dynamic_module_utils.py",
            "file_path_b": null,
            "function_a": "get_imports",
            "function_b": "get_class_in_module",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.36,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 56,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\dynamic_module_utils.py",
            "file_path_b": null,
            "function_a": "get_imports",
            "function_b": "get_cached_module_file",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.31,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\dynamic_module_utils.py",
            "file_path_b": null,
            "function_a": "get_imports",
            "function_b": "get_class_from_dynamic_module",
            "semantic_decision": "BLOCK",
            "semantic_score": 0.29,
            "behavioral_tags_a": [
                "FILE_READ"
            ],
            "behavioral_tags_b": [],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "LOW",
            "fusion_decision": "BLOCK",
            "fusion_risk_score": 70,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "INDIVIDUAL_APPROVAL",
            "pipeline_complete": true
        },
        {
            "file_path": "C:\\repos\\transformers\\src\\transformers\\dynamic_module_utils.py",
            "file_path_b": null,
            "function_a": "check_imports",
            "function_b": "check_python_requirements",
            "semantic_decision": "REVIEW",
            "semantic_score": 0.44,
            "behavioral_tags_a": [
                "STATE_MUTATION"
            ],
            "behavioral_tags_b": [
                "FILE_READ",
                "STATE_MUTATION"
            ],
            "behavioral_risk_a": "MEDIUM",
            "behavioral_risk_b": "MEDIUM",
            "fusion_decision": "REVIEW",
            "fusion_risk_score": 52,
            "fusion_risk_level": "HIGH",
            "fusion_opposing_detected": false,
            "governance_action": "BATCH_APPROVAL",
            "pipeline_complete": true
        }
    ],
    "v1_findings_count": 0,
    "v1_findings": [],
    "total_runtime_seconds": 304.7,
    "status": "PASSED"
}