Record actual fresh GitHub notebook acceptance and MIT code confirmation

Preserve immutable input archive revision. Add executed notebook, environments, anonymous download checks, 73 CSV comparisons, table/figure records and scoped input schema. Hosted Colab remains NOT_RUN.

README.md

@@ -199,5 +199,27 @@ separate check; no hosted execution is claimed by uploading this dataset.
 
 No model weights, credentials or confidential manuscripts are included. The existing
 data license applies to original curated data; archived source/code and third-party
-content retain their original terms. This upload does not choose a research-code
-license or certify a public upstream model checkpoint revision.
+content retain their original terms. Research code now has author-confirmed MIT terms. The archive does not certify
+a public upstream model checkpoint revision.
+
+
+### Recorded research acceptance and code license
+
+The public inputs remain pinned to dataset commit
+`ee197fc6fd6b8d980e7c7dda4feae966efe5d28c`. The acceptance directory
+`research/agentic-audit/2026-10-10/acceptance/github-notebook/` contains the actually
+executed notebook, environment, anonymous-download receipt, replay receipt and
+per-table comparison. All six code cells completed in a fresh GitHub Actions environment;
+73 scientific CSV comparisons and 18 numeric LaTeX tables plus exact prompts passed,
+and eight figures were regenerated. The receipt records elapsed time and figure
+hash equality separately. Separate delivery notes record the earlier local network interruptions.
+
+This is a **GitHub Actions fresh-notebook acceptance**, not a hosted Google Colab run.
+GitHub Actions independently passed the recorded CPU replay. No new LLM inference
+was performed. The commit-pinned notebook is available in research PR #2; final
+hosted Colab and independent scientific review remain pending.
+
+The author confirmed MIT for original research code on 10 October 2026. See the
+research repository's LICENSE and DATA_LICENSE.md. Dataset and third-party terms
+are unchanged. This acceptance addition does not change the bytes or identities
+of the previously published Atlas-input and research-record archives.

research/agentic-audit/2026-10-10/acceptance/github-notebook/README.md

@@ -0,0 +1,37 @@
+# Recorded public notebook execution
+
+These are actual outputs from [GitHub Actions run 38053135664](https://github.com/virusLuke3/Oracle-Agentic-Audit/actions/runs/38053135664)
+on 10 October 2026, not an unexecuted example notebook. The workflow ran all
+6 code cells in a fresh environment, downloaded the public inputs
+without authentication, ran 32 tests, refitted CPU baselines and recomputed results.
+Notebook elapsed time was 762.12 seconds, including setup and downloads.
+
+- Notebook source: `9edb0de1e1a28f98b5bc38d4c59e55cf679fb2fe`.
+- Scientific implementation: `33ec7020e97fc6b8dd0005415d3184ce889d3e28`.
+- Input dataset: `ee197fc6fd6b8d980e7c7dda4feae966efe5d28c`.
+- 73 scientific CSV comparisons passed with absolute/relative tolerance 1e-10.
+- 18 numeric LaTeX tables and the exact prompt listing matched byte for byte.
+- Eight figures were regenerated; 0/8 PNGs matched the reference bytes.
+  Numerical comparisons passed; pixel-identical rendering is not claimed.
+- No LLM inference requests were made. Saved response replay and new generation
+  are different reproducibility claims.
+- A real hosted Google Colab run remains **NOT_RUN**.
+
+`acceptance.json` summarizes the execution. `research.executed.ipynb` preserves all
+actual cell outputs. `comparison_receipt.json` provides per-output checks.
+`download_receipt.json` records archive/file verification. `validation-output.txt`
+contains the real test and required-panel output. `environment.freeze.txt` records
+the scientific environment; notebook orchestration dependencies are pinned in
+`requirements-notebook.txt`.
+
+`artifact-verification.json` binds these downloaded records to GitHub artifact
+11670288235 and its SHA-256 digest. `notebook-ci.json` preserves job/step status.
+`delivery-attempts.json` separately records earlier local setup/download interruptions,
+which did not reach scientific analysis. They are not relabeled successful runs.
+
+The generated data, tables and figures are in `generated-results.tar.gz` on Hugging
+Face under `research/agentic-audit/2026-10-10/acceptance/github-notebook/`.
+That large archive is deliberately excluded from Git; its checksum is in the
+artifact-verification receipt. Original model/data artifacts remain in the separate,
+immutable input release. This verification does not clear the complete Atlas,
+certify unknown public model revision/training metadata, or replace scientific review.

research/agentic-audit/2026-10-10/acceptance/github-notebook/acceptance.json

@@ -0,0 +1,20 @@
+{
+  "status": "PASS",
+  "scope": "GITHUB_ACTIONS_FRESH_NOTEBOOK",
+  "notebook_commit": "9edb0de1e1a28f98b5bc38d4c59e55cf679fb2fe",
+  "notebook_source_sha256": "68d61f2ec27051fc8864320d1678ce872080c6580b4828825a57c7280eba3c27",
+  "code_revision": "33ec7020e97fc6b8dd0005415d3184ce889d3e28",
+  "dataset_revision": "ee197fc6fd6b8d980e7c7dda4feae966efe5d28c",
+  "executed_notebook_sha256": "3f78c7c07a91845e1943c92b75e89e32a6d351d01f7a3dcf91f1c2c6508d34be",
+  "executable_cells": 6,
+  "completed_cells": 6,
+  "elapsed_seconds": 762.123313099,
+  "scientific_csv_comparisons": 73,
+  "rendered_numeric_tables": 18,
+  "prompt_listings": 1,
+  "regenerated_figures": 8,
+  "figures_byte_identical": 0,
+  "hosted_colab": "NOT_RUN",
+  "inference_requests": 0,
+  "github_run_url": "https://github.com/virusLuke3/Oracle-Agentic-Audit/actions/runs/38053135664"
+}

research/agentic-audit/2026-10-10/acceptance/github-notebook/artifact-verification.json

@@ -0,0 +1,65 @@
+{
+  "status": "VERIFIED",
+  "artifact_id": 11670288235,
+  "repository": "virusLuke3/Oracle-Agentic-Audit",
+  "github_run_url": "https://github.com/virusLuke3/Oracle-Agentic-Audit/actions/runs/38053135664",
+  "bytes": 29045598,
+  "sha256": "539c8f6bfec8d3b0ed126a5f5bb388bee0c3bec01add4f2b304e67d0d6c7451c",
+  "file_hashes": [
+    {
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+      "bytes": 847,
+      "sha256": "80922107ac9b63e4342c111ab6ebd75b992826b4f9a44656f1b5a3ae27d3b687"
+    },
+    {
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+      "bytes": 28208,
+      "sha256": "be63c8be8bc33525d66ff0174f4f9b2956efb412bd9f523305aa5ac541c9f6e2"
+    },
+    {
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+      "bytes": 810,
+      "sha256": "07c57756ffaa0bb8b107983176b0925d2b406cd26a037fd333e45c9aec40da95"
+    },
+    {
+      "path": "download_receipt.json",
+      "bytes": 749,
+      "sha256": "715a420fd50e3f84dcadc63961059a18a8b8bd717e029b9d2a1264b2bf90fa0f"
+    },
+    {
+      "path": "environment.freeze.txt",
+      "bytes": 980,
+      "sha256": "dcf63e5e0933986047336cb04bb93248b5278e942c66c470cf4a9a93a10b92df"
+    },
+    {
+      "path": "generated-results.tar.gz",
+      "bytes": 27908461,
+      "sha256": "6129dfaa7a58285c7a119e6b29a114f67f09d5334eed440a6685ff7219b5db75"
+    },
+    {
+      "path": "notebook-ci.json",
+      "bytes": 2026,
+      "sha256": "6147ffb7428eedc0184e3e87ef5302a48bb8ef3bc54193af224b8efad4130743"
+    },
+    {
+      "path": "notebook_execution_receipt.json",
+      "bytes": 777,
+      "sha256": "045a5de1a2beb0633b9642f7360ee08479b6976d2921f3d7cbdd00131c2d861a"
+    },
+    {
+      "path": "replay_receipt.json",
+      "bytes": 1883,
+      "sha256": "624bc83e7c2d005eca4640be650d8159e3e6836e52fb4f90814f078898d59944"
+    },
+    {
+      "path": "research.executed.ipynb",
+      "bytes": 1653264,
+      "sha256": "3f78c7c07a91845e1943c92b75e89e32a6d351d01f7a3dcf91f1c2c6508d34be"
+    },
+    {
+      "path": "validation-output.txt",
+      "bytes": 6827,
+      "sha256": "d123d28cfbd2ff80d057bc85caa01d42715e6645c857a38d942e860fd9716da0"
+    }
+  ]
+}

research/agentic-audit/2026-10-10/acceptance/github-notebook/comparison_receipt.json

@@ -0,0 +1,739 @@
+{
+  "status": "PASS",
+  "scope": "Scientific CSVs and rendered table/prompt text; figure hashes reported separately from numeric agreement",
+  "absolute_tolerance": 1e-10,
+  "relative_tolerance": 1e-10,
+  "compared_tables": 73,
+  "tables": [
+    {
+      "path": "a1_actual_received_evidence.csv",
+      "rows": 961,
+      "columns": 6,
+      "max_absolute_error": 0.0,
+      "status": "PASS",
+      "reference_sha256": "af6ebd3ff491e26467e6f145e6127ad90779b57a2d1ca6d64c3498a316e99c77",
+      "candidate_sha256": "af6ebd3ff491e26467e6f145e6127ad90779b57a2d1ca6d64c3498a316e99c77"
+    },
+    {
+      "path": "actor_group_confidence_intervals.csv",
+      "rows": 120,
+      "columns": 11,
+      "max_absolute_error": 8.099999837529737e-12,
+      "status": "PASS",
+      "reference_sha256": "bcd7e2299e5749a01d87c3f9b0df763829c7b166e4cba180b4cdb5ad165c1045",
+      "candidate_sha256": "7e9c31021eeda179649451f10a5928f3b4cbc5489249415e034cf6e5c9541b22"
+    },
+    {
+      "path": "all_predictions.csv",
+      "rows": 6411,
+      "columns": 37,
+      "max_absolute_error": 8.800005169007363e-11,
+      "status": "PASS",
+      "reference_sha256": "1600c898a62adcfa0af2b29304c4985828192ae05016dc58c71fafeaf61733f1",
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+    },
+    {
+      "path": "b2_exact_delivery_checks.csv",
+      "rows": 481,
+      "columns": 6,
+      "max_absolute_error": 0.0,
+      "status": "PASS",
+      "reference_sha256": "3b6e3458b78f58260eb1ae473e7902cff282abb820d439127a3ecd636e46017c",
+      "candidate_sha256": "3b6e3458b78f58260eb1ae473e7902cff282abb820d439127a3ecd636e46017c"
+    },
+    {
+      "path": "capacity_scenarios.csv",
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+      "max_absolute_error": 5.9999782919817335e-12,
+      "status": "PASS",
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+    },
+    {
+      "path": "citation_case_error_rates.csv",
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+      "max_absolute_error": 0.0,
+      "status": "PASS",
+      "reference_sha256": "7bf145520db026a6864f8cbf49c5d86a87eb7eda8292b861be1d128cb6ef704a",
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+    },
+    {
+      "path": "citation_case_errors.csv",
+      "rows": 480,
+      "columns": 9,
+      "max_absolute_error": 0.0,
+      "status": "PASS",
+      "reference_sha256": "c5e309378fda229a00f74abb2d090e60bfbedf27166cf24a4b80db72c814dfdc",
+      "candidate_sha256": "c5e309378fda229a00f74abb2d090e60bfbedf27166cf24a4b80db72c814dfdc"
+    },
+    {
+      "path": "citation_cost_confidence_intervals.csv",
+      "rows": 21,
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+      "max_absolute_error": 0.0,
+      "status": "PASS",
+      "reference_sha256": "8a21ccf193032144f9010162dbb1326474a2ef39a85a0224da8bc1f8c0737e11",
+      "candidate_sha256": "8a21ccf193032144f9010162dbb1326474a2ef39a85a0224da8bc1f8c0737e11"
+    },
+    {
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+      "rows": 3,
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+      "status": "PASS",
+      "reference_sha256": "2156a8e926cf64c2ddefd46adbe448f86fdd16f3ca29ae899c432ef7c0cedb2b",
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+    {
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+      "status": "PASS",
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+    {
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+      "status": "PASS",
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+    {
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+      "status": "PASS",
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+    {
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+      "status": "PASS",
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+      "reference_sha256": "642b48ee2c43780803287fe8cf9a2e60db056fe92e9eb78ab73e2e61f2907729",
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+      "status": "PASS",
+      "reference_sha256": "eebb2a36bbdcf8ac9a06062fce79024175beed0e7b18cb34d9758591becaebea",
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+    },
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+      "max_absolute_error": 0.0,
+      "status": "PASS",
+      "reference_sha256": "5e3951dd898ce885403e3974f1d0daccf210de2a656ceb55546d162146f917f3",
+      "candidate_sha256": "5e3951dd898ce885403e3974f1d0daccf210de2a656ceb55546d162146f917f3"
+    },
+    {
+      "path": "economics/protocol_variable_availability.csv",
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+      "status": "PASS",
+      "reference_sha256": "9ff5bc49b50293e6ee35531454d1ad8bb942f56389759ce0ac111ce8df1c14e2",
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+      "status": "PASS",
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+    },
+    {
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+      "status": "PASS",
+      "reference_sha256": "5a3f26524b924ca39d4e7f7f64547589ae6b192dfda23362e14933ff72649e24",
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+    },
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+    },
+    {
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+      "bytes_match": false,
+      "reference_sha256": "7232842ec8ce275611764d95c7b20f271f34176411258aeee5d96c33dee82d02",
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+    }
+  ],
+  "environment_receipt": "/tmp/oracle-public-replay-emr0w94z/Oracle-Agentic-Audit/outputs/notebook_replay/replay_receipt.json",
+  "hosted_colab": "NOT_RUN"
+}

research/agentic-audit/2026-10-10/acceptance/github-notebook/delivery-attempts.json

@@ -0,0 +1,22 @@
+{
+  "scope": "Notebook delivery checks only; distinct from all published model-inference attempt records",
+  "local_attempts": [
+    {
+      "attempt": 1,
+      "status": "FAILED_SETUP",
+      "reason": "uv timed out downloading duckdb wheel; scientific analysis not started"
+    },
+    {
+      "attempt": 2,
+      "status": "STOPPED_SETUP",
+      "reason": "Slow uv download interrupted; scientific analysis not started"
+    },
+    {
+      "attempt": 3,
+      "status": "STOPPED_DOWNLOAD",
+      "reason": "pip setup passed; slow local Hugging Face download interrupted before scientific analysis"
+    }
+  ],
+  "continuation": "Execute the complete unchanged scientific pipeline through the public notebook on GitHub Actions; actual status comes from its acceptance receipt",
+  "qwen_inference_requests": 0
+}

research/agentic-audit/2026-10-10/acceptance/github-notebook/download_receipt.json

@@ -0,0 +1,24 @@
+{
+  "status": "PASS",
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+  "revision": "ee197fc6fd6b8d980e7c7dda4feae966efe5d28c",
+  "authentication": "anonymous HTTPS",
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+      "verified_files": 4
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+      "files": 30028,
+      "verified_files": 30028
+    }
+  ]
+}

research/agentic-audit/2026-10-10/acceptance/github-notebook/environment.freeze.txt

@@ -0,0 +1,56 @@
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+pydantic-settings==2.11.0
+pydantic_core==2.41.4
+pyparsing==3.1.2
+python-dateutil==2.9.0.post0
+python-dotenv==1.2.1
+python-multipart==0.0.20
+pytz==2024.1
+referencing==0.30.2
+requests==2.32.3
+rpds-py==0.10.6
+scikit-learn==1.5.1
+scipy==1.13.1
+six==1.17.0
+sniffio==1.3.0
+sse-starlette==3.0.2
+starlette==0.48.0
+threadpoolctl==3.6.0
+tqdm==4.66.5
+typing-inspection==0.4.2
+typing_extensions==4.15.0
+tzdata==2023.3
+urllib3==2.2.3
+uvicorn==0.38.0

research/agentic-audit/2026-10-10/acceptance/github-notebook/generated-results.tar.gz

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+version https://git-lfs.github.com/spec/v1
+oid sha256:6129dfaa7a58285c7a119e6b29a114f67f09d5334eed440a6685ff7219b5db75
+size 27908461

research/agentic-audit/2026-10-10/acceptance/github-notebook/notebook-ci.json

@@ -0,0 +1 @@
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research/agentic-audit/2026-10-10/acceptance/github-notebook/notebook_execution_receipt.json

@@ -0,0 +1,20 @@
+{
+  "status": "PASS",
+  "execution_kind": "GITHUB_ACTIONS_FRESH_NOTEBOOK",
+  "hosted_colab": "NOT_RUN",
+  "code_revision": "33ec7020e97fc6b8dd0005415d3184ce889d3e28",
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+  "kernel_python": "3.12.7",
+  "scientific_python": "Python 3.12.7",
+  "platform": "Linux-6.17.0-1022-azure-x86_64-with-glibc2.39",
+  "llm_inference_requests": 0,
+  "compared_csv_tables": 73,
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+  "clean_checkout_before_run": true
+}

research/agentic-audit/2026-10-10/acceptance/github-notebook/replay_receipt.json

@@ -0,0 +1,63 @@
+{
+  "status": "COMPLETE_OFFLINE_REPLAY",
+  "scope_id": "necessary-only-20261009",
+  "scope_manifest_sha256": "ad42aa73f42c2e5076aa960eed68e934e09cf110d38b4e35852e1e709dc18a0c",
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+  "input_manifest_sha256": "f4f0bd1fe14d1ffe4c68fbdbb31c0e530239c859fac51bbef1e46215a022e047",
+  "lock_sha256": "e27b3e91338b99f46fe41b093c5c6898a975065c32205f7bdb2469b3662df1b8",
+  "incomplete_panels_excluded_from_reported_metrics": true,
+  "hosted_colab": "NOT_RUN",
+  "inference_attempt_policy": "Recovered fixed-case panel; archived timeout/interruption history reported separately",
+  "public_dataset_revision": "ee197fc6fd6b8d980e7c7dda4feae966efe5d28c",
+  "training_cutoff": "UNVERIFIED"
+}

research/agentic-audit/2026-10-10/acceptance/github-notebook/validation-output.txt

@@ -0,0 +1,112 @@
+{
+  "schema_version": 1,
+  "dataset_id": "Oracle4CEG/OracleEconLab-Oracle-Incentives-v1",
+  "dataset_revision": "ee197fc6fd6b8d980e7c7dda4feae966efe5d28c",
+  "previous_demo_revision": "aabcff2e1492df35f0aaa9abef657133fffe9b81",
+  "scope": "Four selected Atlas source tables and separate research replay records; not full Atlas",
+  "artifacts": [
+    {
+      "artifact": "atlas",
+      "path": "atlas/selected-inputs/2026-10-10/atlas-20261010.tar.gz",
+      "sha256": "ee03c3b44db567a1cc0202f17c8a87cd50c2d1610c58b508b723917c41add774",
+      "bytes": 60490297,
+      "files": 4
+    },
+    {
+      "artifact": "research",
+      "path": "research/agentic-audit/2026-10-10/research-20261010.tar.gz",
+      "sha256": "743e369d3a803d560b4e52dbc0b65e8e1c1f962296791254e73566d311480974",
+      "bytes": 127582036,
+      "files": 30028
+    }
+  ],
+  "hosted_colab_status": "NOT_RUN",
+  "model_weights_included": false
+}
+Verified and extracted atlas: 4 files
+Verified and extracted research: 30028 files
+
+test_bad_checksum_rejected (test_contract.ContractTests.test_bad_checksum_rejected) ... ok
+test_duplicate_run_rejected (test_contract.ContractTests.test_duplicate_run_rejected) ... ok
+test_future_and_outcome_evidence_excluded (test_contract.ContractTests.test_future_and_outcome_evidence_excluded) ... ok
+test_incomplete_research_release_rejected (test_contract.ContractTests.test_incomplete_research_release_rejected) ... ok
+test_missing_input_rejected (test_contract.ContractTests.test_missing_input_rejected) ... ok
+test_template_checksum_and_index (test_contract.ContractTests.test_template_checksum_and_index) ... ok
+test_zero_coverage_selective_error_undefined (test_contract.ContractTests.test_zero_coverage_selective_error_undefined) ... ok
+test_existing_different_scientific_records_are_preserved (test_public_download.PublicArchiveContract.test_existing_different_scientific_records_are_preserved) ... ok
+test_path_traversal_and_code_overwrite_rejected (test_public_download.PublicArchiveContract.test_path_traversal_and_code_overwrite_rejected) ... ok
+test_tampering_rejected_before_any_extraction (test_public_download.PublicArchiveContract.test_tampering_rejected_before_any_extraction) ... ok
+test_abstain_not_silently_removed_when_investigation_cost_increases (test_scientific_contract.DecisionContract.test_abstain_not_silently_removed_when_investigation_cost_increases) ... ok
+test_asymmetric_costs (test_scientific_contract.DecisionContract.test_asymmetric_costs) ... ok
+test_calibration_rejects_test_rows (test_scientific_contract.DecisionContract.test_calibration_rejects_test_rows) ... ok
+test_derived_thresholds_and_ties (test_scientific_contract.DecisionContract.test_derived_thresholds_and_ties) ... ok
+test_guard_constraint_and_constant_reference (test_scientific_contract.DecisionContract.test_guard_constraint_and_constant_reference) ... ok
+test_invalid_probability_rejected (test_scientific_contract.DecisionContract.test_invalid_probability_rejected) ... ok
+test_paired_cluster_bootstrap_identity_and_missing_runs (test_scientific_contract.DecisionContract.test_paired_cluster_bootstrap_identity_and_missing_runs) ... ok
+test_repetition_does_not_multiply_calibration_case_weight (test_scientific_contract.DecisionContract.test_repetition_does_not_multiply_calibration_case_weight) ... ok
+test_zero_coverage_and_constant_probability (test_scientific_contract.DecisionContract.test_zero_coverage_and_constant_probability) ... ok
+test_capacity_never_bypasses_mandatory_guards (test_scientific_contract.DeliveryAndCompleteness.test_capacity_never_bypasses_mandatory_guards) ... ok
+test_matched_context_excludes_private_answer_and_unconsumed_tool (test_scientific_contract.DeliveryAndCompleteness.test_matched_context_excludes_private_answer_and_unconsumed_tool) ... ok
+test_matched_pair_uses_source_repeats_and_rejects_missing_case (test_scientific_contract.DeliveryAndCompleteness.test_matched_pair_uses_source_repeats_and_rejects_missing_case) ... ok
+test_optional_cancellation_does_not_hide_missing_required_results (test_scientific_contract.DeliveryAndCompleteness.test_optional_cancellation_does_not_hide_missing_required_results) ... ok
+test_repeated_run_completeness_is_exact_not_row_count (test_scientific_contract.DeliveryAndCompleteness.test_repeated_run_completeness_is_exact_not_row_count) ... ok
+test_requested_stop_does_not_schedule_new_model_requests (test_scientific_contract.DeliveryAndCompleteness.test_requested_stop_does_not_schedule_new_model_requests) ... ok
+test_scope_selection_retains_failed_outputs_and_separates_extra_conditions (test_scientific_contract.DeliveryAndCompleteness.test_scope_selection_retains_failed_outputs_and_separates_extra_conditions) ... ok
+test_synthetic_attack_diagnostics_do_not_count_unrelated_failures (test_scientific_contract.DeliveryAndCompleteness.test_synthetic_attack_diagnostics_do_not_count_unrelated_failures) ... ok
+test_admission_prevents_actual_future_content (test_scientific_contract.FixtureContract.test_admission_prevents_actual_future_content) ... ok
+test_clean_required_records_not_falsely_blocked (test_scientific_contract.FixtureContract.test_clean_required_records_not_falsely_blocked) ... ok
+test_future_id_citation_without_received_content_is_counted (test_scientific_contract.FixtureContract.test_future_id_citation_without_received_content_is_counted) ... ok
+test_missing_conflict_and_future_fail_validation (test_scientific_contract.FixtureContract.test_missing_conflict_and_future_fail_validation) ... ok
+test_plausible_wrong_is_self_consistent_but_changes_facts (test_scientific_contract.FixtureContract.test_plausible_wrong_is_self_consistent_but_changes_facts) ... ok
+
+----------------------------------------------------------------------
+Ran 32 tests in 1.702s
+
+OK
+Template structure and synthetic checksum verified; paper replication unverified.
+
+{
+  "validation": {
+    "expected": 483,
+    "completed": 483,
+    "missing": 0,
+    "unexpected": 0,
+    "duplicates": 0,
+    "complete": true,
+    "transport_failures": 0,
+    "required": true
+  },
+  "matched_test": {
+    "expected": 320,
+    "completed": 320,
+    "missing": 0,
+    "unexpected": 0,
+    "duplicates": 0,
+    "complete": true,
+    "transport_failures": 0,
+    "required": true
+  },
+  "guards": {
+    "expected": 480,
+    "completed": 480,
+    "missing": 0,
+    "unexpected": 0,
+    "duplicates": 0,
+    "complete": true,
+    "transport_failures": 0,
+    "required": true
+  },
+  "low_temperature": {
+    "required": false,
+    "complete": false,
+    "expected": 0,
+    "completed": 0,
+    "missing": 0,
+    "unexpected": 0,
+    "duplicates": 0,
+    "transport_failures": 0,
+    "status": "CANCELLED_OPTIONAL_BY_USER_SCOPE_REDUCTION"
+  }
+}
+Every planned case-condition record is present; inspect recovery history, failures and results before interpretation.
+

research/agentic-audit/2026-10-10/schema.json

@@ -0,0 +1,455 @@
+{
+  "dataset_revision": "ee197fc6fd6b8d980e7c7dda4feae966efe5d28c",
+  "scope": "Selected research input tables; table populations overlap and should not be added",
+  "cohort": {
+    "unique_cases": 810,
+    "train": 489,
+    "validation": 161,
+    "test": 160,
+    "label": "proposal_rejected_by_protocol: adjudication, not independent ground truth"
+  },
+  "outputs": "See 73 reference CSVs and manifests/manuscript-outputs.json in the research code",
+  "sources": [
+    {
+      "path": "data/local/samples.parquet",
+      "rows": 810,
+      "columns": [
+        {
+          "name": "sample_id",
+          "type": "string"
+        },
+        {
+          "name": "protocol",
+          "type": "string"
+        },
+        {
+          "name": "mechanism",
+          "type": "string"
+        },
+        {
+          "name": "decision_time_unix",
+          "type": "int64"
+        },
+        {
+          "name": "challenge_deadline_unix",
+          "type": "int64"
+        },
+        {
+          "name": "evidence_snapshot_time_unix",
+          "type": "int64"
+        },
+        {
+          "name": "request_transaction",
+          "type": "string"
+        },
+        {
+          "name": "proposal_transaction",
+          "type": "string"
+        },
+        {
+          "name": "dispute_transaction_outcome_only",
+          "type": "string"
+        },
+        {
+          "name": "dvm_request_id_outcome_only",
+          "type": "string"
+        },
+        {
+          "name": "ground_truth_status",
+          "type": "string"
+        },
+        {
+          "name": "independent_ground_truth_available",
+          "type": "bool"
+        },
+        {
+          "name": "observed_action",
+          "type": "string"
+        },
+        {
+          "name": "proposal_rejected_by_protocol",
+          "type": "int64"
+        },
+        {
+          "name": "protocol_terminal_outcome",
+          "type": "string"
+        },
+        {
+          "name": "bond_raw_outcome_only",
+          "type": "string"
+        },
+        {
+          "name": "final_fee_raw_outcome_only",
+          "type": "string"
+        },
+        {
+          "name": "future_fields_excluded",
+          "type": "string"
+        },
+        {
+          "name": "evidence_ids",
+          "type": "string"
+        },
+        {
+          "name": "log_bond_raw",
+          "type": "double"
+        },
+        {
+          "name": "log_final_fee_raw",
+          "type": "double"
+        },
+        {
+          "name": "log_reward_plus1_raw",
+          "type": "double"
+        },
+        {
+          "name": "reward_to_bond_ratio",
+          "type": "double"
+        },
+        {
+          "name": "liveness_hours",
+          "type": "double"
+        },
+        {
+          "name": "proposal_latency_hours",
+          "type": "double"
+        },
+        {
+          "name": "ancillary_bytes",
+          "type": "int64"
+        },
+        {
+          "name": "requester_is_polymarket_adapter",
+          "type": "int64"
+        },
+        {
+          "name": "proposer_prior_completed",
+          "type": "int64"
+        },
+        {
+          "name": "proposer_prior_dispute_rate",
+          "type": "double"
+        },
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+          "type": "string"
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+          "type": "string"
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+          "type": "string"
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+          "type": "int64"
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+        {
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+          "type": "bool"
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+          "type": "null"
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+  ]
+}