{"id":"W2102364390","doi":"10.5555/1015090.1015142","title":"Design diagnosis using Boolean satisfiability","year":2004,"lang":"en","type":"article","venue":"","topic":"Formal Methods in Verification","field":"Computer Science","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Satisfiability; Boolean satisfiability problem; Computer science; DPLL algorithm; Maximum satisfiability problem; Debugging; Boolean function; Theoretical computer science; Algorithm; Programming language","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003354802,0.001110441,0.0007296281,0.002850876,0.0008251498,0.002124116,0.001730931,0.00156217,0.004139926],"category_scores_gemma":[0.01745925,0.0006711601,0.001574062,0.001871309,0.002662959,0.004030083,0.00193138,0.001935409,0.0006340004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001802298,"about_ca_system_score_gemma":0.001809287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002577939,"about_ca_topic_score_gemma":0.003102368,"domain_scores_codex":[0.9956582,0.001881358,0.0003609893,0.000526807,0.001336897,0.0002357627],"domain_scores_gemma":[0.9922602,0.005996281,0.0004622703,0.0005799667,0.0006208827,0.00008044828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002066119,0.0001155144,0.00184456,0.001024071,0.0001775723,0.0008491731,0.0005370606,0.1753452,0.01013944,0.5730529,0.005167938,0.23154],"study_design_scores_gemma":[0.00008183946,0.00005817711,0.000166099,0.0001619144,0.00008324804,0.0002695151,0.00008385568,0.3981246,0.006635284,0.5869075,0.007395039,0.00003285161],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00515805,0.0005698581,0.9885063,0.0009267837,0.0000580952,0.0001036248,0.000115483,0.0004952652,0.004066571],"genre_scores_gemma":[0.3016674,0.001991758,0.6922273,0.0005815808,0.0001983965,0.0003501711,0.0006060161,0.000144286,0.002233122],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004139926,"threshold_uncertainty_score":0.0177421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1067236075323243,"score_gpt":0.3298376926309917,"score_spread":0.2231140850986674,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}