{"id":"W3022975118","doi":"","title":"SAT Solvers and Computer Algebra Systems: A Powerful Combination for Mathematics","year":2018,"lang":"en","type":"article","venue":"arXiv (Cornell University)","topic":"Polynomial and algebraic computation","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; University of Waterloo","funders":"","keywords":"Mathematical proof; Pruning; Automated theorem proving; Computer science; Domain (mathematical analysis); Variety (cybernetics); Theoretical computer science; Mathematics; Artificial intelligence","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":[0.0001641611,0.0001176671,0.0001389128,0.0001149564,0.0001687937,0.0001217494,0.000349313,0.00005475003,0.000003543814],"category_scores_gemma":[0.00001391364,0.000124399,0.00004754663,0.0002789651,0.0000965382,0.0004719759,0.0001796356,0.00004548675,0.00005410759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005414001,"about_ca_system_score_gemma":0.00003411008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001869217,"about_ca_topic_score_gemma":0.000006744549,"domain_scores_codex":[0.9992353,0.00003075247,0.0001227461,0.0003623251,0.00005126618,0.000197555],"domain_scores_gemma":[0.9992551,0.0001683796,0.0001023228,0.0002496135,0.0001341894,0.00009037136],"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":[0.0000122002,0.00007466693,0.000326386,0.00004408938,0.00003020205,0.000008744815,0.0006964023,0.00075954,0.00008360061,0.9950083,0.001381101,0.001574715],"study_design_scores_gemma":[0.0007389495,0.0002315683,0.0007690658,0.00002757459,0.00001569835,0.0000113748,0.00006993906,0.9594969,0.000113876,0.0376629,0.0006968653,0.0001653335],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.323577,0.00001018127,0.6754511,0.00005982278,0.0003514423,0.0001790042,0.000002194125,0.00009488498,0.0002743938],"genre_scores_gemma":[0.9928783,0.000004614805,0.006529356,0.000101779,0.0000994787,4.697509e-7,0.000004067373,0.000006679979,0.0003752837],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9587373,"threshold_uncertainty_score":0.5072845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03470944831623364,"score_gpt":0.1777916292314339,"score_spread":0.1430821809152003,"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."}}