{"id":"W4391124671","doi":"10.48550/arxiv.2401.10703","title":"DRAT Proofs of Unsatisfiability for SAT Modulo Monotonic Theories","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mathematical proof; Modulo; Computer science; Monotonic function; Proof complexity; Theoretical computer science; Mathematics; Discrete mathematics; Algorithm","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004722714,0.0004025422,0.000623154,0.0004901764,0.0001636237,0.0002278427,0.0006612478,0.0003030172,0.00005072706],"category_scores_gemma":[0.0001269875,0.0004013043,0.0005107408,0.0009153271,0.0002021318,0.0004172875,0.001270032,0.0004013797,0.00005852884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008732166,"about_ca_system_score_gemma":0.0001502211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007820001,"about_ca_topic_score_gemma":0.0002074877,"domain_scores_codex":[0.9981313,0.00001679833,0.0003672094,0.001047626,0.0001118861,0.0003251171],"domain_scores_gemma":[0.9980253,0.00007538525,0.0004308927,0.0007592643,0.0006892862,0.00001987311],"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":[0.0002061626,0.0001691699,0.008066377,0.009059676,0.0004753089,0.00001860426,0.00009524413,0.4521773,0.00005993613,0.5269935,0.0003441341,0.002334709],"study_design_scores_gemma":[0.0002066324,0.000004907992,0.0001550526,0.0002106963,0.0007162176,1.17497e-7,0.0001197539,0.479338,0.00004427411,0.5185326,0.0003751883,0.0002965355],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9044501,0.0004447592,0.08953886,0.000385214,0.0006953952,0.0007331718,0.00007411735,0.0003551908,0.003323223],"genre_scores_gemma":[0.9979035,0.00005983233,0.000178094,0.00008164543,0.0004281002,0.000009801671,0.0001135678,0.00005349343,0.001172007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09345338,"threshold_uncertainty_score":0.9998439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05290255597217422,"score_gpt":0.1860302992382359,"score_spread":0.1331277432660616,"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."}}