{"id":"W3158310650","doi":"10.1109/lics52264.2021.9470557","title":"Minimal Taylor Algebras as a Common Framework for the Three Algebraic Approaches to the CSP","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Constraint Satisfaction and Optimization","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Mathematical proof; Mathematics; Constraint satisfaction problem; Class (philosophy); Consistency (knowledge bases); Algebraic number; Constraint satisfaction; Algebra over a field; Discrete mathematics; Pure mathematics; Computer science","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":[0.003347126,0.0005361476,0.0007877335,0.002557382,0.002370894,0.003813952,0.002163898,0.001539666,0.006063074],"category_scores_gemma":[0.005570221,0.0004555616,0.001564682,0.001773846,0.007236672,0.01076539,0.003705395,0.004400282,0.0009236535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002608838,"about_ca_system_score_gemma":0.00223154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001260318,"about_ca_topic_score_gemma":0.001299824,"domain_scores_codex":[0.9971148,0.0009214805,0.000183824,0.000366002,0.001178674,0.0002352939],"domain_scores_gemma":[0.9966224,0.00156908,0.0003318626,0.0005698731,0.000596608,0.0003101807],"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":[0.000001839248,0.000003625221,0.00001937827,0.000008500009,9.62199e-7,0.000008582098,0.00005345402,0.0001742462,0.0000840472,0.9987595,0.0001049222,0.000781],"study_design_scores_gemma":[0.000005073479,0.00001114553,0.00004162552,0.00001702947,0.000003849741,0.00004367304,0.00006485049,0.004659858,0.0003130244,0.9897993,0.005031941,0.000008748855],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01909716,0.00123163,0.924454,0.00340532,0.0001404275,0.0001436022,0.0001762646,0.0002702339,0.05108153],"genre_scores_gemma":[0.5551454,0.002085179,0.4232661,0.001880491,0.0007772471,0.0006698142,0.0003758933,0.0002338797,0.0155659],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006063074,"threshold_uncertainty_score":0.02028298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09699595766824509,"score_gpt":0.2799301295929237,"score_spread":0.1829341719246786,"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."}}