{"id":"W2320420974","doi":"10.1142/9789812799470_0063","title":"KNOWLEDGE SHARING AND COLLABORATION IN FUZZY PROCESSING","year":2008,"lang":"en","type":"article","venue":"","topic":"Engineering and Environmental Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Fuzzy logic; Knowledge management; Artificial intelligence","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":[0.004613567,0.000355962,0.0008575509,0.0014373,0.002867269,0.005157972,0.001256674,0.002195629,0.006955988],"category_scores_gemma":[0.0235163,0.0004389809,0.001095189,0.002159526,0.003983398,0.009418162,0.003004847,0.001173225,0.0003645965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001631864,"about_ca_system_score_gemma":0.001849052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00670674,"about_ca_topic_score_gemma":0.003008296,"domain_scores_codex":[0.9967232,0.00161033,0.0002169081,0.0004885215,0.0006540845,0.0003068121],"domain_scores_gemma":[0.978363,0.01729288,0.001044993,0.001579383,0.001136565,0.0005831615],"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":[0.0004775738,0.0003435304,0.004303061,0.0002106308,0.0001590225,0.0004708477,0.007671863,0.05456341,0.002064289,0.8424287,0.0009839857,0.08632296],"study_design_scores_gemma":[0.00005729521,0.0001010866,0.001519272,0.0000429729,0.00007850798,0.0001340128,0.002351559,0.1464579,0.001366656,0.8458128,0.00203854,0.00003932595],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4536427,0.0009047139,0.4946435,0.001840854,0.00008011897,0.0001777104,0.00008134729,0.0001125057,0.04851637],"genre_scores_gemma":[0.966493,0.0001526203,0.03049361,0.00004278377,0.00002752188,0.00006689996,0.00004562864,0.000009549535,0.002668398],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006955988,"threshold_uncertainty_score":0.02439916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01124553682872372,"score_gpt":0.2111210781273054,"score_spread":0.1998755412985817,"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."}}