{"id":"W4292545615","doi":"10.1142/6451","title":"Fuzzy Logic for Business, Finance, and Management","year":2007,"lang":"en","type":"book","venue":"Advances in fuzzy systems","topic":"Fuzzy Logic and Control Systems","field":"Computer Science","cited_by":175,"is_retracted":false,"has_abstract":false,"ca_institutions":"British Columbia Institute of Technology; Simon Fraser University","funders":"","keywords":"Fuzzy logic; Finance; Business; Computer science; Economics; 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":[0.000502188,0.0009939697,0.0009219531,0.001665734,0.0009011261,0.0016874,0.0008635359,0.00125185,0.01400322],"category_scores_gemma":[0.00123691,0.0003262902,0.0005109001,0.002272845,0.001072167,0.002571308,0.0005758162,0.002197411,0.004484445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001614963,"about_ca_system_score_gemma":0.00108787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003934305,"about_ca_topic_score_gemma":0.006747635,"domain_scores_codex":[0.9997007,0.00003418147,0.0000141587,0.00003020344,0.0002046931,0.00001611334],"domain_scores_gemma":[0.9997286,0.0001308588,0.00001564049,0.00002608579,0.0000795966,0.00001925644],"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":[0.00002125565,0.00003571362,0.00008116713,0.0004121205,0.00002687658,0.0000820191,0.0002385095,0.002620356,0.0008581317,0.4568801,0.2236311,0.3151127],"study_design_scores_gemma":[0.000009804439,0.00001966048,0.0002389371,0.000392631,0.00001597506,0.0002111384,0.00007435604,0.004606843,0.0002802733,0.3859881,0.6081464,0.00001582567],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001683161,0.3735572,0.1283923,0.01104887,0.006867193,0.000083738,0.000339617,0.000446945,0.477581],"genre_scores_gemma":[0.05952352,0.2346434,0.1194206,0.004278025,0.007222032,0.0002203581,0.0006177996,0.0002486478,0.5738257],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01400322,"threshold_uncertainty_score":0.04684544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01263723185943341,"score_gpt":0.2438513490160243,"score_spread":0.2312141171565908,"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."}}