{"id":"W4239606092","doi":"10.1007/978-1-4471-7452-3_27","title":"Neurofuzzy Systems","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Fuzzy Logic and Control Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Artificial neural network; Computer science; Fuzzy logic; Artificial intelligence; Neuro-fuzzy; Machine learning; Fuzzy control system","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001707119,0.0003419976,0.000536884,0.0001137428,0.00004813142,0.0002946065,0.00148204,0.0003262439,0.00004091774],"category_scores_gemma":[0.00000522588,0.0002645956,0.0001952576,0.00002528909,0.00002374363,0.0001733425,0.0003195974,0.000274965,0.00804685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004842762,"about_ca_system_score_gemma":0.0001469285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004240362,"about_ca_topic_score_gemma":0.000002503009,"domain_scores_codex":[0.9981918,0.00002387131,0.000380546,0.0006579171,0.0004668243,0.0002790023],"domain_scores_gemma":[0.9981121,0.00009098645,0.0002146166,0.001378117,0.0000963081,0.0001078491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001004386,0.000002513316,0.000001904504,0.00003956126,0.00002719128,0.00003361285,0.000008494888,0.00002421553,0.000004401841,0.9764447,0.02160309,0.001809353],"study_design_scores_gemma":[0.0002298738,0.0001002912,0.000006689551,0.0001044463,0.00001279268,0.0000733226,0.0000022239,0.003552484,5.902986e-7,0.0396532,0.9557892,0.0004748786],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[2.852274e-7,0.001665756,0.02010422,0.0002480792,0.004042079,0.0004714477,0.000004277147,0.0003942473,0.9730696],"genre_scores_gemma":[0.006125278,0.00004648929,0.0002091602,0.0004978791,0.0004022214,0.000008817822,0.000003710739,0.00003152907,0.9926749],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9367915,"threshold_uncertainty_score":0.9999806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01597556620006643,"score_gpt":0.1867772655703513,"score_spread":0.1708016993702849,"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."}}