{"id":"W2006873874","doi":"10.1016/j.ins.2014.04.022","title":"Decision-theoretic three-way approximations of fuzzy sets","year":2014,"lang":"en","type":"article","venue":"Information Sciences","topic":"Rough Sets and Fuzzy Logic","field":"Computer Science","cited_by":220,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mathematics; Membership function; Element (criminal law); Fuzzy set; Fuzzy number; Approximations of π; Fuzzy logic; Interpretation (philosophy); Type-2 fuzzy sets and systems; Mathematical optimization; Set (abstract data type); Defuzzification; Applied mathematics; Computer science; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003196127,0.0006162634,0.001230563,0.001835299,0.0007668377,0.004540832,0.001380409,0.001019549,0.002487913],"category_scores_gemma":[0.009877155,0.0004025576,0.001759915,0.001894996,0.002164804,0.003459241,0.001698052,0.001783955,0.0003460904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002109443,"about_ca_system_score_gemma":0.0009818044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003008359,"about_ca_topic_score_gemma":0.002075201,"domain_scores_codex":[0.9973069,0.0009908228,0.0002212938,0.0003013045,0.0009499402,0.0002297758],"domain_scores_gemma":[0.9961189,0.002107534,0.0004251174,0.0005070817,0.0005897074,0.0002517148],"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":[0.0002188518,0.00003912676,0.0008822966,0.0001224628,0.00008020866,0.0001199456,0.0005886795,0.1468015,0.001553227,0.8164165,0.0007580621,0.03241915],"study_design_scores_gemma":[0.00002311085,0.00004845423,0.0002810764,0.00004638042,0.0000388465,0.00007864545,0.0001647528,0.492675,0.0009843638,0.5033732,0.002253481,0.000032697],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.05431324,0.0005155326,0.9396425,0.0003058517,0.00007264678,0.00002927457,0.0001629695,0.00008581927,0.004872158],"genre_scores_gemma":[0.706333,0.0005518121,0.2901629,0.00006366865,0.00005666853,0.00007500011,0.0002848565,0.00002543257,0.002446736],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004540832,"threshold_uncertainty_score":0.01690292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01938057652172864,"score_gpt":0.2603569876540496,"score_spread":0.2409764111323209,"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."}}