{"id":"W6938893488","doi":"10.60692/pctck-64410","title":"Belief Merging and Judgment Aggregation in Fuzzy Setting","year":2012,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Game Theory and Voting Systems","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Fuzzy logic; Social choice theory; Fuzzy set; Fuzzy control system; Fuzzy set operations; Fuzzy classification","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001675582,0.0001086255,0.0002156846,0.0003187176,0.00008929843,0.00009967516,0.00006396681,0.00007274003,0.00001187279],"category_scores_gemma":[0.00003132656,0.0001139612,0.00003057325,0.0001469514,0.00001195985,0.001028443,0.00003314211,0.00007200317,0.0007998211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000113058,"about_ca_system_score_gemma":0.000003313984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002071721,"about_ca_topic_score_gemma":1.552402e-7,"domain_scores_codex":[0.9988174,0.00003191131,0.0007548466,0.0001020156,0.00003923004,0.0002545393],"domain_scores_gemma":[0.9993095,0.000009016901,0.0004466505,0.0001550474,0.00001688655,0.00006284084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006667677,0.000001592163,0.8711816,0.0002293369,0.0000107004,1.948093e-7,0.08072989,0.00006046039,4.541162e-7,0.04729743,0.0000118098,0.0004698669],"study_design_scores_gemma":[0.002373606,0.00004853235,0.9394826,0.0007656876,0.00001249507,0.00007374486,0.04229327,0.009467699,0.0002992631,0.0002627677,0.004166899,0.0007534205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761274,0.00008868783,0.002931811,0.00004142116,0.0005262712,0.000228676,0.00003258648,0.00006884431,0.01995426],"genre_scores_gemma":[0.9995337,3.897261e-7,0.0001612292,0.00006673757,0.0001009923,0.00003198062,0.000007240529,0.000007358023,0.00009034443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06830102,"threshold_uncertainty_score":0.9999782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03485070441799017,"score_gpt":0.1951813038395418,"score_spread":0.1603305994215516,"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."}}