Upload PolyGuard artifact folder: qwen-qwen2-5-3b-instruct reports after policy_ablation
Browse files
outputs/reports/sweeps/qwen-qwen2-5-3b-instruct/grpo_ablation_report.json
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{
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"status": "ok",
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"ablations": {
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"bandit_only": {
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"avg_reward": 0.779625,
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"legality_rate": 1.0,
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"severe_violation_rate": 0.0,
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"abstention_rate": 0.0,
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"avg_episode_length": 2.8125,
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"success_rate": 0.0,
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"avg_burden_delta": 0.0,
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"avg_safety_delta": 0.483125,
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"avg_dosing_quality": 0.75,
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"avg_process_fidelity": 0.9056250000000008,
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"exploit_detection_count": 2.0,
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"timeout_rate": 0.0,
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"failure_visible_rate": 0.0625,
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"avg_invalid_actions": 0.0625,
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"reward_columns": {
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"format_compliance_score": 0.9989999999999996,
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"candidate_alignment_score": 0.9989999999999996,
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"legality_score": 0.9989999999999996,
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"safety_delta_score": 0.483125,
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"burden_improvement_score": 0.5,
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"disease_stability_score": 0.8999999999999995,
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"dosing_quality_score": 0.75,
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"abstention_quality_score": 0.5600000000000002,
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"efficiency_score": 0.5855625,
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"process_fidelity_score": 0.9056250000000008,
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"explanation_grounding_score": 0.8000000000000004,
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"anti_cheat_score": 0.9366249999999997,
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"uncertainty_calibration_score": 0.8531250000000004
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},
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"primary_reward_channels": {
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"safety_legality": 0.9469062499999998,
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"clinical_improvement": 0.6273749999999997,
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"dosing_quality": 0.6550000000000001,
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"process_integrity": 0.8225937500000001
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},
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"policy_stack": "bandit-only",
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"failure_mining": {
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"total_rows": 32,
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"failure_rows": 2,
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"top_failure_reasons": [
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{
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"reason": "repeated_action_loop",
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"count": 2
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}
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]
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}
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},
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"llm_only": {
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"avg_reward": 0.7723913043478261,
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| 54 |
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"legality_rate": 1.0,
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| 55 |
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"severe_violation_rate": 0.0,
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| 56 |
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"abstention_rate": 0.0,
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| 57 |
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"avg_episode_length": 1.9565217391304348,
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| 58 |
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"success_rate": 0.0,
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| 59 |
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"avg_burden_delta": 0.0,
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| 60 |
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"avg_safety_delta": 0.4882608695652174,
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| 61 |
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"avg_dosing_quality": 0.75,
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| 62 |
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"avg_process_fidelity": 0.9000000000000005,
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| 63 |
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"exploit_detection_count": 7.0,
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| 64 |
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"timeout_rate": 0.0,
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| 65 |
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"failure_visible_rate": 0.30434782608695654,
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| 66 |
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"avg_invalid_actions": 0.30434782608695654,
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| 67 |
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"reward_columns": {
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| 68 |
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"format_compliance_score": 0.9989999999999999,
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| 69 |
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"candidate_alignment_score": 0.9989999999999999,
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| 70 |
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"legality_score": 0.9989999999999999,
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| 71 |
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"safety_delta_score": 0.4882608695652174,
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| 72 |
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"burden_improvement_score": 0.5,
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| 73 |
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"disease_stability_score": 0.8999999999999998,
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| 74 |
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"dosing_quality_score": 0.75,
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| 75 |
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"abstention_quality_score": 0.5600000000000004,
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| 76 |
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"efficiency_score": 0.7027826086956522,
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| 77 |
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"process_fidelity_score": 0.9000000000000005,
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| 78 |
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"explanation_grounding_score": 0.8000000000000003,
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| 79 |
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"anti_cheat_score": 0.6952608695652175,
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| 80 |
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"uncertainty_calibration_score": 0.8482608695652176
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},
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"primary_reward_channels": {
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| 83 |
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"safety_legality": 0.8853478260869562,
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| 84 |
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"clinical_improvement": 0.6290869565217388,
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| 85 |
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"dosing_quality": 0.6549999999999998,
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"process_integrity": 0.8504782608695656
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},
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"policy_stack": "llm-only",
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"failure_mining": {
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"total_rows": 23,
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"failure_rows": 7,
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"top_failure_reasons": [
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{
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"reason": "repeated_action_loop",
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"count": 7
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}
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]
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}
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},
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"llm_bandit": {
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"avg_reward": 0.7647391304347826,
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| 102 |
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"legality_rate": 1.0,
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| 103 |
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"severe_violation_rate": 0.0,
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| 104 |
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"abstention_rate": 0.0,
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| 105 |
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"avg_episode_length": 1.9565217391304348,
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| 106 |
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"success_rate": 0.0,
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| 107 |
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"avg_burden_delta": 0.0,
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| 108 |
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"avg_safety_delta": 0.48982608695652174,
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"avg_dosing_quality": 0.717391304347826,
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| 110 |
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"avg_process_fidelity": 0.9000000000000005,
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| 111 |
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"exploit_detection_count": 7.0,
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| 112 |
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"timeout_rate": 0.0,
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| 113 |
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"failure_visible_rate": 0.30434782608695654,
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| 114 |
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"avg_invalid_actions": 0.30434782608695654,
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| 115 |
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"reward_columns": {
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| 116 |
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"format_compliance_score": 0.9989999999999999,
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| 117 |
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"candidate_alignment_score": 0.9989999999999999,
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| 118 |
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"legality_score": 0.9989999999999999,
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| 119 |
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"safety_delta_score": 0.48982608695652174,
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| 120 |
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"burden_improvement_score": 0.5043478260869565,
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| 121 |
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"disease_stability_score": 0.8582608695652173,
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| 122 |
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"dosing_quality_score": 0.717391304347826,
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| 123 |
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"abstention_quality_score": 0.5600000000000004,
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| 124 |
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"efficiency_score": 0.7027826086956522,
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| 125 |
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"process_fidelity_score": 0.9000000000000005,
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| 126 |
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"explanation_grounding_score": 0.8000000000000003,
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| 127 |
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"anti_cheat_score": 0.6952608695652175,
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| 128 |
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"uncertainty_calibration_score": 0.8126086956521739
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| 129 |
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},
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| 130 |
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"primary_reward_channels": {
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| 131 |
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"safety_legality": 0.8765217391304347,
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| 132 |
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"clinical_improvement": 0.6171739130434781,
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| 133 |
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"dosing_quality": 0.6386956521739129,
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| 134 |
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"process_integrity": 0.8504782608695656
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| 135 |
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},
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| 136 |
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"policy_stack": "llm+bandit",
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| 137 |
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"failure_mining": {
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"total_rows": 23,
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| 139 |
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"failure_rows": 7,
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| 140 |
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"top_failure_reasons": [
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{
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"reason": "repeated_action_loop",
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"count": 7
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}
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]
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| 146 |
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}
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}
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}
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}
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