{"id":"W4391892020","doi":"10.3389/978-2-8325-3762-6","title":"Evidence for Reductionist or Anti-Reductionist Approaches of Mental Processing","year":2024,"lang":"en","type":"book","venue":"Frontiers research topics","topic":"Cognitive Science and Education Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Neurological Disorders and Stroke; National Institute of Mental Health; National Institute on Aging; Hokkaido University; Fonds de Recherche du Québec - Santé; Institut de Valorisation des Données; Dr. Miriam and Sheldon G. Adelson Medical Research Foundation","keywords":"Reductionism; Epistemology; Cognitive science; Philosophy; Psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001806232,0.0002548721,0.0003911053,0.0008282116,0.001167111,0.0007406758,0.0009458223,0.0002397126,0.0001762511],"category_scores_gemma":[0.003727061,0.0002148138,0.0001865519,0.001022134,0.004155381,0.0005097897,0.0003098228,0.001041385,0.00007399447],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007497887,"about_ca_system_score_gemma":0.006153113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001422376,"about_ca_topic_score_gemma":0.000006568388,"domain_scores_codex":[0.995514,0.0002451109,0.0004650288,0.001163615,0.001828189,0.000784043],"domain_scores_gemma":[0.9983742,0.0001426441,0.0001469542,0.000465543,0.0006560803,0.0002145261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001578209,0.0001063031,0.000009225698,0.001384289,0.00001954085,0.000007887882,0.00108424,0.000002535738,0.00228233,0.002227798,0.9044485,0.08826954],"study_design_scores_gemma":[0.0001828618,0.0003666287,0.00001838679,0.001442406,0.00003498783,0.00002544239,0.003378407,0.001372015,0.02701084,0.01616108,0.9496682,0.0003387603],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001965054,0.03170154,0.006988536,0.2287943,0.02500445,0.01711957,0.001416266,0.0005165991,0.6864937],"genre_scores_gemma":[0.002032501,0.0014353,0.001538342,0.00003332784,0.001668583,0.0003480602,0.00004242454,0.00005500162,0.9928465],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3063528,"threshold_uncertainty_score":0.9994811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.623535048018746,"score_gpt":0.4942769480225032,"score_spread":0.1292580999962429,"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."}}