{"id":"W4411656978","doi":"10.51847/wfjbccyxkb","title":"10.51847/WFJBCCYXkb","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Fuzzy and Soft Set Theory","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lattice (music); Fuzzy logic; Mathematics; Pure mathematics; Computer science; Artificial intelligence; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001381674,0.000111647,0.0001929594,0.0001325387,0.0001277117,0.0001481667,0.0006961923,0.00006286077,0.9986451],"category_scores_gemma":[0.0007770425,0.00008486431,0.0000910844,0.0005644732,0.00006334503,0.000176238,0.00006833268,0.00008524671,0.9987103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001630088,"about_ca_system_score_gemma":0.00003007967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005669317,"about_ca_topic_score_gemma":1.230333e-7,"domain_scores_codex":[0.9982096,0.0001422507,0.000306642,0.0003496474,0.0007292149,0.0002626643],"domain_scores_gemma":[0.9984459,0.0007032267,0.00003427439,0.0005302323,0.000083537,0.0002028669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006986044,0.00002346031,4.424488e-7,3.412009e-7,0.000003377838,0.000006714459,0.00003985556,0.00006338401,0.00002440139,0.00002709806,0.1334186,0.8663225],"study_design_scores_gemma":[0.0001259329,0.00007804438,0.0001107075,0.000003992342,0.000003289246,0.000006137437,0.000004706062,0.0001213726,0.0000242626,0.001204345,0.9981925,0.0001247434],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007608323,0.0000444278,0.00000300807,0.0006033361,0.000007489766,0.00009635801,0.00001222805,0.00009020176,0.9915347],"genre_scores_gemma":[0.004464255,1.606346e-7,0.00009613123,0.0003230231,0.000115615,0.000006272292,0.000002400421,0.00001130424,0.9949808],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8661977,"threshold_uncertainty_score":0.3460666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03150313414320143,"score_gpt":0.2746744576294494,"score_spread":0.243171323486248,"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."}}