{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007410353,0.00007151102,0.0000743446,0.000042546,0.00008789963,0.00007709683,0.0004623711,0.00003733793,0.00002327768],"category_scores_gemma":[0.0001594216,0.00006447939,0.00002684829,0.0002758376,0.00003727979,0.0006053559,0.0001017621,0.00005900136,0.0000478898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001291179,"about_ca_system_score_gemma":0.00006408303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001152056,"about_ca_topic_score_gemma":0.000002481055,"domain_scores_codex":[0.9991698,0.0001158757,0.0001550902,0.0002434729,0.0001553443,0.0001604738],"domain_scores_gemma":[0.99923,0.00007852475,0.00004461484,0.0005511715,0.00004219144,0.000053482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000004075238,0.0001311554,0.003674263,0.00001369417,0.000008559144,0.000003753675,0.0008222342,0.0362878,0.00307154,0.8250062,0.00007633476,0.1309003],"study_design_scores_gemma":[0.0004500076,0.0001573693,0.02027298,0.00002143627,0.000008039909,0.00002334579,0.00003057297,0.3831981,0.3742521,0.2207341,0.0004424374,0.0004095295],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02069976,0.00001716119,0.9776662,0.0002118392,0.0001946577,0.0001569708,1.289682e-7,0.0001897739,0.00086352],"genre_scores_gemma":[0.2890464,0.000002891749,0.7107626,0.0001519958,0.00001346433,0.00001192219,7.862816e-8,0.000002953951,0.000007749101],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6042722,"threshold_uncertainty_score":0.2629393,"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."}}