{"id":"W4388962077","doi":"10.1007/978-3-031-44742-6_3","title":"Weight Determination Methods in Fuzzy Environment","year":2023,"lang":"en","type":"book-chapter","venue":"Studies in computational intelligence","topic":"Multi-Criteria Decision Making","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Fuzzy logic; Artificial intelligence; 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":[0.0008831203,0.0006196653,0.0005651176,0.001027376,0.000346606,0.000973432,0.0009003986,0.0004951809,0.003614562],"category_scores_gemma":[0.002724189,0.0002831301,0.00039797,0.002202017,0.0006237283,0.001590811,0.0005372142,0.001120911,0.001029125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004711258,"about_ca_system_score_gemma":0.0002661077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001227638,"about_ca_topic_score_gemma":0.001215668,"domain_scores_codex":[0.9995236,0.0001254827,0.00002166395,0.00006141792,0.0002490343,0.00001880301],"domain_scores_gemma":[0.9994267,0.0003425859,0.00002087819,0.00004597026,0.0001531807,0.00001070768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002444871,0.00003622733,0.0001940231,0.0002315302,0.00003430013,0.00004049475,0.000177841,0.05252174,0.003919072,0.2947621,0.008025374,0.6400328],"study_design_scores_gemma":[0.000009024135,0.00004203896,0.0004859699,0.0001260643,0.00003082211,0.0001444693,0.00008189644,0.546868,0.004500696,0.4041291,0.04354712,0.00003467727],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001987262,0.002353194,0.9852776,0.0001067467,0.0001401589,0.00001609775,0.00001847805,0.0001009333,0.009999628],"genre_scores_gemma":[0.09091855,0.004537147,0.8738695,0.00009903398,0.0002517244,0.0001015949,0.00008272563,0.0001867657,0.02995291],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003614562,"threshold_uncertainty_score":0.01209193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5343345987091491,"score_gpt":0.5657177875027328,"score_spread":0.03138318879358371,"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."}}