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Epistemic Debugging Benchmark v2
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{
"n_total": 1815,
"test_families": [
"BIO-SAMPLE-HOLD",
"CHEM-HPLC-DEGAS",
"ELEC-PCB-ELECTROMIGRATION",
"MAT-CONCRETE-CHLORIDE",
"MECH-BOLT-PRELOAD",
"MFG-TOOLWEAR",
"ROB-PREMATURE-OPEN",
"SEN-LOCKIN-PHASE",
"SW-TEMPORAL-LEAK",
"THM-FOULING"
],
"by_split": {
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},
"by_split_domain": {
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"materials": 56,
"software_ml": 74,
"fluids_thermal": 66,
"manufacturing_industrial": 392,
"biology_lab": 83,
"sensors": 93,
"physics_priors": 11
},
"validation": {
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"materials": 22,
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"sensors": 26,
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},
"test": {
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"robotics": 28,
"chemistry": 24,
"materials": 30,
"software_ml": 26,
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}
},
"by_source": {
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"synthetic_schema_harvest": 89,
"harvested_public_ai4i": 296,
"synthetic_physics_prior": 24,
"expert_authored_synthetic_paraphrase": 65,
"real_pipeline_sim_injected_fault": 4
},
"by_category": {
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"flawed_hypothesis": 235,
"protocol_human_loophole": 319,
"instrumentation_artifact": 824
},
"by_difficulty": {
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"easy": 587,
"expert": 22
},
"by_domain": {
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"physics_priors": 24
}
}