{"id":"W2023725141","doi":"10.1016/j.ejor.2007.12.009","title":"Statistically grounded logic operators in fuzzy sets","year":2007,"lang":"en","type":"article","venue":"European Journal of Operational Research","topic":"Rough Sets and Fuzzy Logic","field":"Computer Science","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Fuzzy logic; Mathematics; Fuzzy set; Dependency (UML); Membership function; Weight function; T-norm; Function (biology); Fuzzy number; Interpretation (philosophy); Cluster analysis; Algebra over a field; Algorithm; Discrete mathematics; Computer science; Theoretical computer science; Artificial intelligence; Pure mathematics; Statistics","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":[0.004535027,0.000764114,0.001210976,0.002642041,0.0009897141,0.003557408,0.001430398,0.001106749,0.003210935],"category_scores_gemma":[0.01008319,0.0005618299,0.001485585,0.002673161,0.003897597,0.00483294,0.002081199,0.00281672,0.0003722775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002176587,"about_ca_system_score_gemma":0.001223607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001005852,"about_ca_topic_score_gemma":0.0009400639,"domain_scores_codex":[0.9969395,0.00133445,0.0001888527,0.00031438,0.00105649,0.0001662822],"domain_scores_gemma":[0.994787,0.00363943,0.0004439051,0.0003884006,0.00056826,0.0001730542],"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":[0.00002861375,0.00001586686,0.0000955487,0.00005015428,0.0000193931,0.00005179656,0.0001584267,0.006081623,0.0008090659,0.9833172,0.0003939804,0.008978368],"study_design_scores_gemma":[0.00001042613,0.00001565131,0.0000589356,0.0000132721,0.000008194834,0.00002302683,0.00003125634,0.02610837,0.0002786118,0.9726528,0.0007912733,0.000008074496],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0252747,0.000976238,0.9658364,0.0006329489,0.0001512857,0.00004930676,0.0001116049,0.0001422494,0.006825315],"genre_scores_gemma":[0.5490655,0.001174849,0.4434497,0.0004485378,0.0004412668,0.0002325509,0.0002716673,0.000109839,0.004806079],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004535027,"threshold_uncertainty_score":0.02398384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1140296476939536,"score_gpt":0.3908810160657255,"score_spread":0.2768513683717719,"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."}}