{"meta":{"query_hash":"0fce70124544","filters":{"venue":"Advances in fuzzy systems"},"cohort_total":1,"direct_labels_cover":0,"predictions_cover":1,"exported":1,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/0fce70124544","api":"https://metacan.xera.ac/api/v1/cohort?venue=Advances+in+fuzzy+systems"},"results":[{"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"British Columbia Institute of Technology; Simon Fraser University","funders":"","keywords":"Fuzzy logic; Finance; Business; Computer science; Economics; Artificial intelligence","score_opus":0.01263723185943341,"score_gpt":0.24385134901602426,"score_spread":0.23121411715659085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292545615","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016831614,0.37355715,0.1283923,0.011048874,0.006867193,0.000083738,0.00033961696,0.00044694502,0.477581],"genre_scores_gemma":[0.059523523,0.23464337,0.11942055,0.0042780247,0.0072220317,0.00022035805,0.00061779964,0.00024864785,0.5738257],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99970067,0.000034181474,0.0000141587025,0.000030203442,0.00020469313,0.000016113343],"domain_scores_gemma":[0.9997286,0.00013085881,0.000015640486,0.00002608579,0.0000795966,0.000019256444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050218805,0.0009939697,0.00092195306,0.0016657336,0.00090112607,0.0016873997,0.00086353585,0.0012518496,0.014003218],"category_scores_gemma":[0.0012369097,0.00032629017,0.0005109001,0.0022728452,0.0010721673,0.0025713083,0.0005758162,0.002197411,0.004484445],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002125565,0.00003571362,0.00008116713,0.00041212048,0.000026876578,0.0000820191,0.00023850954,0.002620356,0.0008581317,0.45688012,0.22363105,0.31511268],"study_design_scores_gemma":[0.000009804439,0.000019660476,0.00023893711,0.00039263096,0.00001597506,0.00021113835,0.00007435604,0.0046068435,0.00028027332,0.38598815,0.60814637,0.000015825668],"about_ca_topic_score_codex":0.0039343047,"about_ca_topic_score_gemma":0.006747635,"teacher_disagreement_score":0.014003218,"about_ca_system_score_codex":0.001614963,"about_ca_system_score_gemma":0.0010878698,"threshold_uncertainty_score":0.046845436},"labels":[],"label_agreement":null}]}