Datasets:
Modalities:
Text
Formats:
json
Languages:
English
Size:
1K - 10K
Tags:
benchmark
llm-evaluation
reasoning
knowledge-representation
open-world-assumption
closed-world-assumption
License:
| { | |
| "dataset": "data/ask_act/full.jsonl", | |
| "n_dataset": 960, | |
| "manifest": "results/reports/closurebench_ask_act_replicate_manifest.json", | |
| "runs": { | |
| "deepseek-flash": { | |
| "model": "deepseek-v4-flash", | |
| "n_repeats": 3, | |
| "replicates": [ | |
| { | |
| "n_dataset": 960, | |
| "n_scored": 960, | |
| "coverage": 100.0, | |
| "models": [ | |
| "deepseek-v4-flash" | |
| ], | |
| "api_errors": 0, | |
| "parse_failures": 0, | |
| "json_valid": { | |
| "n": 955, | |
| "rate": 99.48 | |
| }, | |
| "truth_accuracy": { | |
| "correct": 895, | |
| "n": 960, | |
| "accuracy": 93.23 | |
| }, | |
| "action_accuracy": { | |
| "correct": 895, | |
| "n": 960, | |
| "accuracy": 93.23 | |
| }, | |
| "full_decision_accuracy": { | |
| "correct": 895, | |
| "n": 960, | |
| "accuracy": 93.23 | |
| }, | |
| "semantic_switch_action_accuracy": { | |
| "correct": 277, | |
| "n": 320, | |
| "accuracy": 86.56 | |
| }, | |
| "semantic_switch_full_accuracy": { | |
| "correct": 277, | |
| "n": 320, | |
| "accuracy": 86.56 | |
| }, | |
| "core_semantic_switch_action_accuracy": { | |
| "correct": 149, | |
| "n": 192, | |
| "accuracy": 77.6 | |
| }, | |
| "core_semantic_switch_full_accuracy": { | |
| "correct": 149, | |
| "n": 192, | |
| "accuracy": 77.6 | |
| }, | |
| "ask_metrics": { | |
| "true_positive": 282, | |
| "model_asks": 341, | |
| "gold_asks": 288, | |
| "precision": 82.7, | |
| "recall": 97.92, | |
| "f1": 89.67 | |
| }, | |
| "targeted_information_accuracy": { | |
| "correct": 282, | |
| "n": 288, | |
| "accuracy": 97.92 | |
| }, | |
| "closure_denial_accuracy": { | |
| "correct": 229, | |
| "n": 288, | |
| "accuracy": 79.51 | |
| }, | |
| "unresolved_ask_accuracy": { | |
| "correct": 282, | |
| "n": 288, | |
| "accuracy": 97.92 | |
| }, | |
| "internal_action_consistency": { | |
| "correct": 960, | |
| "n": 960, | |
| "accuracy": 100.0 | |
| }, | |
| "premature_denial_rate": { | |
| "count": 6, | |
| "n": 288, | |
| "rate": 2.08 | |
| }, | |
| "premature_approval_rate": { | |
| "count": 0, | |
| "n": 768, | |
| "rate": 0.0 | |
| }, | |
| "excessive_ask_rate": { | |
| "count": 59, | |
| "n": 672, | |
| "rate": 8.78 | |
| }, | |
| "excessive_ask_on_closure_false_rate": { | |
| "count": 59, | |
| "n": 288, | |
| "rate": 20.49 | |
| }, | |
| "corrupt_action_success_rate": { | |
| "count": 0, | |
| "n": 960, | |
| "rate": 0.0 | |
| }, | |
| "latent_self_correction_markers": { | |
| "closure_false_errors_with_false_or_deny_marker": { | |
| "count": 53, | |
| "n": 59, | |
| "rate": 89.83 | |
| }, | |
| "unresolved_errors_with_unknown_or_request_marker": { | |
| "count": 6, | |
| "n": 6, | |
| "rate": 100.0 | |
| } | |
| }, | |
| "by_semantics": { | |
| "cwa": { | |
| "n": 320, | |
| "truth_accuracy": 93.12, | |
| "action_accuracy": 93.12, | |
| "full_accuracy": 93.12 | |
| }, | |
| "lcwa": { | |
| "n": 320, | |
| "truth_accuracy": 86.56, | |
| "action_accuracy": 86.56, | |
| "full_accuracy": 86.56 | |
| }, | |
| "owa": { | |
| "n": 320, | |
| "truth_accuracy": 100.0, | |
| "action_accuracy": 100.0, | |
| "full_accuracy": 100.0 | |
| } | |
| }, | |
| "by_gold_action": { | |
| "approve": { | |
| "n": 192, | |
| "truth_accuracy": 100.0, | |
| "action_accuracy": 100.0, | |
| "full_accuracy": 100.0 | |
| }, | |
| "deny": { | |
| "n": 480, | |
| "truth_accuracy": 87.71, | |
| "action_accuracy": 87.71, | |
| "full_accuracy": 87.71 | |
| }, | |
| "request_information": { | |
| "n": 288, | |
| "truth_accuracy": 97.92, | |
| "action_accuracy": 97.92, | |
| "full_accuracy": 97.92 | |
| } | |
| }, | |
| "by_gold_reason_type": { | |
| "entailed_by_fact_or_rule": { | |
| "n": 192, | |
| "truth_accuracy": 100.0, | |
| "action_accuracy": 100.0, | |
| "full_accuracy": 100.0 | |
| }, | |
| "explicit_negative_fact": { | |
| "n": 192, | |
| "truth_accuracy": 100.0, | |
| "action_accuracy": 100.0, | |
| "full_accuracy": 100.0 | |
| }, | |
| "global_closed_world_underivable": { | |
| "n": 192, | |
| "truth_accuracy": 88.54, | |
| "action_accuracy": 88.54, | |
| "full_accuracy": 88.54 | |
| }, | |
| "local_closed_world_underivable": { | |
| "n": 96, | |
| "truth_accuracy": 61.46, | |
| "action_accuracy": 61.46, | |
| "full_accuracy": 61.46 | |
| }, | |
| "local_open_world_underivable": { | |
| "n": 96, | |
| "truth_accuracy": 93.75, | |
| "action_accuracy": 93.75, | |
| "full_accuracy": 93.75 | |
| }, | |
| "open_world_underivable": { | |
| "n": 192, | |
| "truth_accuracy": 100.0, | |
| "action_accuracy": 100.0, | |
| "full_accuracy": 100.0 | |
| } | |
| }, | |
| "by_family": { | |
| "closed_derived_missing_antecedent": { | |
| "correct": 42, | |
| "n": 96, | |
| "accuracy": 43.75 | |
| }, | |
| "closed_missing_direct": { | |
| "correct": 94, | |
| "n": 96, | |
| "accuracy": 97.92 | |
| }, | |
| "closed_missing_with_open_distractor": { | |
| "correct": 93, | |
| "n": 96, | |
| "accuracy": 96.88 | |
| }, | |
| "entailed_closed_conclusion": { | |
| "correct": 96, | |
| "n": 96, | |
| "accuracy": 100.0 | |
| }, | |
| "entailed_open_conclusion": { | |
| "correct": 96, | |
| "n": 96, | |
| "accuracy": 100.0 | |
| }, | |
| "explicit_negative_closed": { | |
| "correct": 96, | |
| "n": 96, | |
| "accuracy": 100.0 | |
| }, | |
| "explicit_negative_open": { | |
| "correct": 96, | |
| "n": 96, | |
| "accuracy": 100.0 | |
| }, | |
| "open_derived_missing_antecedent": { | |
| "correct": 90, | |
| "n": 96, | |
| "accuracy": 93.75 | |
| }, | |
| "open_missing_direct": { | |
| "correct": 96, | |
| "n": 96, | |
| "accuracy": 100.0 | |
| }, | |
| "open_missing_with_closed_distractor": { | |
| "correct": 96, | |
| "n": 96, | |
| "accuracy": 100.0 | |
| } | |
| }, | |
| "error_types": { | |
| "correct": 895, | |
| "excessive_ask_under_closure_false": 59, | |
| "premature_denial_from_unresolved_absence": 6 | |
| }, | |
| "repeat": 1, | |
| "scored": "results/scored/ask_act_replicates/closure_contract_v3_ask_act_deepseek-flash_repeat_1_scored.jsonl" | |
| }, | |
| { | |
| "n_dataset": 960, | |
| "n_scored": 960, | |
| "coverage": 100.0, | |
| "models": [ | |
| "deepseek-v4-flash" | |
| ], | |
| "api_errors": 0, | |
| "parse_failures": 0, | |
| "json_valid": { | |
| "n": 954, | |
| "rate": 99.38 | |
| }, | |
| "truth_accuracy": { | |
| "correct": 892, | |
| "n": 960, | |
| "accuracy": 92.92 | |
| }, | |
| "action_accuracy": { | |
| "correct": 892, | |
| "n": 960, | |
| "accuracy": 92.92 | |
| }, | |
| "full_decision_accuracy": { | |
| "correct": 892, | |
| "n": 960, | |
| "accuracy": 92.92 | |
| }, | |
| "semantic_switch_action_accuracy": { | |
| "correct": 276, | |
| "n": 320, | |
| "accuracy": 86.25 | |
| }, | |
| "semantic_switch_full_accuracy": { | |
| "correct": 276, | |
| "n": 320, | |
| "accuracy": 86.25 | |
| }, | |
| "core_semantic_switch_action_accuracy": { | |
| "correct": 148, | |
| "n": 192, | |
| "accuracy": 77.08 | |
| }, | |
| "core_semantic_switch_full_accuracy": { | |
| "correct": 148, | |
| "n": 192, | |
| "accuracy": 77.08 | |
| }, | |
| "ask_metrics": { | |
| "true_positive": 282, | |
| "model_asks": 344, | |
| "gold_asks": 288, | |
| "precision": 81.98, | |
| "recall": 97.92, | |
| "f1": 89.24 | |
| }, | |
| "targeted_information_accuracy": { | |
| "correct": 282, | |
| "n": 288, | |
| "accuracy": 97.92 | |
| }, | |
| "closure_denial_accuracy": { | |
| "correct": 226, | |
| "n": 288, | |
| "accuracy": 78.47 | |
| }, | |
| "unresolved_ask_accuracy": { | |
| "correct": 282, | |
| "n": 288, | |
| "accuracy": 97.92 | |
| }, | |
| "internal_action_consistency": { | |
| "correct": 960, | |
| "n": 960, | |
| "accuracy": 100.0 | |
| }, | |
| "premature_denial_rate": { | |
| "count": 6, | |
| "n": 288, | |
| "rate": 2.08 | |
| }, | |
| "premature_approval_rate": { | |
| "count": 0, | |
| "n": 768, | |
| "rate": 0.0 | |
| }, | |
| "excessive_ask_rate": { | |
| "count": 62, | |
| "n": 672, | |
| "rate": 9.23 | |
| }, | |
| "excessive_ask_on_closure_false_rate": { | |
| "count": 62, | |
| "n": 288, | |
| "rate": 21.53 | |
| }, | |
| "corrupt_action_success_rate": { | |
| "count": 0, | |
| "n": 960, | |
| "rate": 0.0 | |
| }, | |
| "latent_self_correction_markers": { | |
| "closure_false_errors_with_false_or_deny_marker": { | |
| "count": 53, | |
| "n": 62, | |
| "rate": 85.48 | |
| }, | |
| "unresolved_errors_with_unknown_or_request_marker": { | |
| "count": 5, | |
| "n": 6, | |
| "rate": 83.33 | |
| } | |
| }, | |
| "by_semantics": { | |
| "cwa": { | |
| "n": 320, | |
| "truth_accuracy": 92.5, | |
| "action_accuracy": 92.5, | |
| "full_accuracy": 92.5 | |
| }, | |
| "lcwa": { | |
| "n": 320, | |
| "truth_accuracy": 86.25, | |
| "action_accuracy": 86.25, | |
| "full_accuracy": 86.25 | |
| }, | |
| "owa": { | |
| "n": 320, | |
| "truth_accuracy": 100.0, | |
| "action_accuracy": 100.0, | |
| "full_accuracy": 100.0 | |
| } | |
| }, | |
| "by_gold_action": { | |
| "approve": { | |
| "n": 192, | |
| "truth_accuracy": 100.0, | |
| "action_accuracy": 100.0, | |
| "full_accuracy": 100.0 | |
| }, | |
| "deny": { | |
| "n": 480, | |
| "truth_accuracy": 87.08, | |
| "action_accuracy": 87.08, | |
| "full_accuracy": 87.08 | |
| }, | |
| "request_information": { | |
| "n": 288, | |
| "truth_accuracy": 97.92, | |
| "action_accuracy": 97.92, | |
| "full_accuracy": 97.92 | |
| } | |
| }, | |
| "by_gold_reason_type": { | |
| "entailed_by_fact_or_rule": { | |
| "n": 192, | |
| "truth_accuracy": 100.0, | |
| "action_accuracy": 100.0, | |
| "full_accuracy": 100.0 | |
| }, | |
| "explicit_negative_fact": { | |
| "n": 192, | |
| "truth_accuracy": 100.0, | |
| "action_accuracy": 100.0, | |
| "full_accuracy": 100.0 | |
| }, | |
| "global_closed_world_underivable": { | |
| "n": 192, | |
| "truth_accuracy": 87.5, | |
| "action_accuracy": 87.5, | |
| "full_accuracy": 87.5 | |
| }, | |
| "local_closed_world_underivable": { | |
| "n": 96, | |
| "truth_accuracy": 60.42, | |
| "action_accuracy": 60.42, | |
| "full_accuracy": 60.42 | |
| }, | |
| "local_open_world_underivable": { | |
| "n": 96, | |
| "truth_accuracy": 93.75, | |
| "action_accuracy": 93.75, | |
| "full_accuracy": 93.75 | |
| }, | |
| "open_world_underivable": { | |
| "n": 192, | |
| "truth_accuracy": 100.0, | |
| "action_accuracy": 100.0, | |
| "full_accuracy": 100.0 | |
| } | |
| }, | |
| "by_family": { | |
| "closed_derived_missing_antecedent": { | |
| "correct": 41, | |
| "n": 96, | |
| "accuracy": 42.71 | |
| }, | |
| "closed_missing_direct": { | |
| "correct": 93, | |
| "n": 96, | |
| "accuracy": 96.88 | |
| }, | |
| "closed_missing_with_open_distractor": { | |
| "correct": 92, | |
| "n": 96, | |
| "accuracy": 95.83 | |
| }, | |
| "entailed_closed_conclusion": { | |
| "correct": 96, | |
| "n": 96, | |
| "accuracy": 100.0 | |
| }, | |
| "entailed_open_conclusion": { | |
| "correct": 96, | |
| "n": 96, | |
| "accuracy": 100.0 | |
| }, | |
| "explicit_negative_closed": { | |
| "correct": 96, | |
| "n": 96, | |
| "accuracy": 100.0 | |
| }, | |
| "explicit_negative_open": { | |
| "correct": 96, | |
| "n": 96, | |
| "accuracy": 100.0 | |
| }, | |
| "open_derived_missing_antecedent": { | |
| "correct": 90, | |
| "n": 96, | |
| "accuracy": 93.75 | |
| }, | |
| "open_missing_direct": { | |
| "correct": 96, | |
| "n": 96, | |
| "accuracy": 100.0 | |
| }, | |
| "open_missing_with_closed_distractor": { | |
| "correct": 96, | |
| "n": 96, | |
| "accuracy": 100.0 | |
| } | |
| }, | |
| "error_types": { | |
| "correct": 892, | |
| "excessive_ask_under_closure_false": 62, | |
| "premature_denial_from_unresolved_absence": 6 | |
| }, | |
| "repeat": 2, | |
| "scored": "results/scored/ask_act_replicates/closure_contract_v3_ask_act_deepseek-flash_repeat_2_scored.jsonl" | |
| }, | |
| { | |
| "n_dataset": 960, | |
| "n_scored": 960, | |
| "coverage": 100.0, | |
| "models": [ | |
| "deepseek-v4-flash" | |
| ], | |
| "api_errors": 0, | |
| "parse_failures": 0, | |
| "json_valid": { | |
| "n": 958, | |
| "rate": 99.79 | |
| }, | |
| "truth_accuracy": { | |
| "correct": 894, | |
| "n": 960, | |
| "accuracy": 93.12 | |
| }, | |
| "action_accuracy": { | |
| "correct": 894, | |
| "n": 960, | |
| "accuracy": 93.12 | |
| }, | |
| "full_decision_accuracy": { | |
| "correct": 894, | |
| "n": 960, | |
| "accuracy": 93.12 | |
| }, | |
| "semantic_switch_action_accuracy": { | |
| "correct": 277, | |
| "n": 320, | |
| "accuracy": 86.56 | |
| }, | |
| "semantic_switch_full_accuracy": { | |
| "correct": 277, | |
| "n": 320, | |
| "accuracy": 86.56 | |
| }, | |
| "core_semantic_switch_action_accuracy": { | |
| "correct": 149, | |
| "n": 192, | |
| "accuracy": 77.6 | |
| }, | |
| "core_semantic_switch_full_accuracy": { | |
| "correct": 149, | |
| "n": 192, | |
| "accuracy": 77.6 | |
| }, | |
| "ask_metrics": { | |
| "true_positive": 283, | |
| "model_asks": 344, | |
| "gold_asks": 288, | |
| "precision": 82.27, | |
| "recall": 98.26, | |
| "f1": 89.56 | |
| }, | |
| "targeted_information_accuracy": { | |
| "correct": 283, | |
| "n": 288, | |
| "accuracy": 98.26 | |
| }, | |
| "closure_denial_accuracy": { | |
| "correct": 227, | |
| "n": 288, | |
| "accuracy": 78.82 | |
| }, | |
| "unresolved_ask_accuracy": { | |
| "correct": 283, | |
| "n": 288, | |
| "accuracy": 98.26 | |
| }, | |
| "internal_action_consistency": { | |
| "correct": 960, | |
| "n": 960, | |
| "accuracy": 100.0 | |
| }, | |
| "premature_denial_rate": { | |
| "count": 5, | |
| "n": 288, | |
| "rate": 1.74 | |
| }, | |
| "premature_approval_rate": { | |
| "count": 0, | |
| "n": 768, | |
| "rate": 0.0 | |
| }, | |
| "excessive_ask_rate": { | |
| "count": 61, | |
| "n": 672, | |
| "rate": 9.08 | |
| }, | |
| "excessive_ask_on_closure_false_rate": { | |
| "count": 61, | |
| "n": 288, | |
| "rate": 21.18 | |
| }, | |
| "corrupt_action_success_rate": { | |
| "count": 0, | |
| "n": 960, | |
| "rate": 0.0 | |
| }, | |
| "latent_self_correction_markers": { | |
| "closure_false_errors_with_false_or_deny_marker": { | |
| "count": 59, | |
| "n": 61, | |
| "rate": 96.72 | |
| }, | |
| "unresolved_errors_with_unknown_or_request_marker": { | |
| "count": 4, | |
| "n": 5, | |
| "rate": 80.0 | |
| } | |
| }, | |
| "by_semantics": { | |
| "cwa": { | |
| "n": 320, | |
| "truth_accuracy": 92.81, | |
| "action_accuracy": 92.81, | |
| "full_accuracy": 92.81 | |
| }, | |
| "lcwa": { | |
| "n": 320, | |
| "truth_accuracy": 86.56, | |
| "action_accuracy": 86.56, | |
| "full_accuracy": 86.56 | |
| }, | |
| "owa": { | |
| "n": 320, | |
| "truth_accuracy": 100.0, | |
| "action_accuracy": 100.0, | |
| "full_accuracy": 100.0 | |
| } | |
| }, | |
| "by_gold_action": { | |
| "approve": { | |
| "n": 192, | |
| "truth_accuracy": 100.0, | |
| "action_accuracy": 100.0, | |
| "full_accuracy": 100.0 | |
| }, | |
| "deny": { | |
| "n": 480, | |
| "truth_accuracy": 87.29, | |
| "action_accuracy": 87.29, | |
| "full_accuracy": 87.29 | |
| }, | |
| "request_information": { | |
| "n": 288, | |
| "truth_accuracy": 98.26, | |
| "action_accuracy": 98.26, | |
| "full_accuracy": 98.26 | |
| } | |
| }, | |
| "by_gold_reason_type": { | |
| "entailed_by_fact_or_rule": { | |
| "n": 192, | |
| "truth_accuracy": 100.0, | |
| "action_accuracy": 100.0, | |
| "full_accuracy": 100.0 | |
| }, | |
| "explicit_negative_fact": { | |
| "n": 192, | |
| "truth_accuracy": 100.0, | |
| "action_accuracy": 100.0, | |
| "full_accuracy": 100.0 | |
| }, | |
| "global_closed_world_underivable": { | |
| "n": 192, | |
| "truth_accuracy": 88.02, | |
| "action_accuracy": 88.02, | |
| "full_accuracy": 88.02 | |
| }, | |
| "local_closed_world_underivable": { | |
| "n": 96, | |
| "truth_accuracy": 60.42, | |
| "action_accuracy": 60.42, | |
| "full_accuracy": 60.42 | |
| }, | |
| "local_open_world_underivable": { | |
| "n": 96, | |
| "truth_accuracy": 94.79, | |
| "action_accuracy": 94.79, | |
| "full_accuracy": 94.79 | |
| }, | |
| "open_world_underivable": { | |
| "n": 192, | |
| "truth_accuracy": 100.0, | |
| "action_accuracy": 100.0, | |
| "full_accuracy": 100.0 | |
| } | |
| }, | |
| "by_family": { | |
| "closed_derived_missing_antecedent": { | |
| "correct": 41, | |
| "n": 96, | |
| "accuracy": 42.71 | |
| }, | |
| "closed_missing_direct": { | |
| "correct": 93, | |
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| "accuracy": 96.88 | |
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| "accuracy": 100.0 | |
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| "action_accuracy": 90.0, | |
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| "action_accuracy": 99.06, | |
| "full_accuracy": 97.5 | |
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| "action_accuracy": 99.48, | |
| "full_accuracy": 99.48 | |
| }, | |
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| "action_accuracy": 75.62, | |
| "full_accuracy": 75.62 | |
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| "action_accuracy": 84.38, | |
| "full_accuracy": 82.64 | |
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| }, | |
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| "action_accuracy": 99.48, | |
| "full_accuracy": 99.48 | |
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| "action_accuracy": 98.96, | |
| "full_accuracy": 98.96 | |
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| "action_accuracy": 53.12, | |
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| "action_accuracy": 100.0, | |
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| } | |
| }, | |
| "by_family": { | |
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| "closed_missing_direct": { | |
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| }, | |
| "closed_missing_with_open_distractor": { | |
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| "n": 96, | |
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| }, | |
| "entailed_closed_conclusion": { | |
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| }, | |
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| }, | |
| "explicit_negative_closed": { | |
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| }, | |
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| }, | |
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| }, | |
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| }, | |
| "open_missing_with_closed_distractor": { | |
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| } | |
| }, | |
| "error_types": { | |
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| "untargeted_or_wrong_information_request": 5, | |
| "excessive_ask_on_determined_case": 3, | |
| "missed_closure_denial": 1 | |
| }, | |
| "repeat": 3, | |
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| } | |
| ], | |
| "metrics": { | |
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| "sd": 0.55, | |
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| }, | |
| "full_decision_accuracy": { | |
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| 82.5 | |
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| }, | |
| "semantic_switch_action_accuracy": { | |
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| "sd": 0.79, | |
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| "max": 59.06, | |
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| 57.5 | |
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| }, | |
| "ask_precision": { | |
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| 68.03, | |
| 67.5 | |
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| }, | |
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| "sd": 1.75, | |
| "ci95_half_width": 4.34, | |
| "min": 84.38, | |
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| 86.46, | |
| 84.38 | |
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| "ask_f1": { | |
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| "sd": 1.01, | |
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| "min": 75.0, | |
| "max": 77.02, | |
| "values": [ | |
| 77.02, | |
| 76.15, | |
| 75.0 | |
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| }, | |
| "closure_denial_accuracy": { | |
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| "sd": 1.04, | |
| "ci95_half_width": 2.58, | |
| "min": 59.03, | |
| "max": 61.11, | |
| "values": [ | |
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| 59.03, | |
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| }, | |
| "unresolved_ask_accuracy": { | |
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| "sd": 1.75, | |
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| } | |
| }, | |
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| "rate": 90.0 | |
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| "mean_parse_failures": 0.0, | |
| "mean_api_errors": 0.0 | |
| } | |
| } | |
| } | |