{"id":"W4388325760","doi":"10.1093/oso/9780198507352.003.0005","title":"The adaptive brain","year":2003,"lang":"en","type":"book-chapter","venue":"","topic":"Neuroscience, Education and Cognitive Function","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Set (abstract data type); Neuroscience; Neural system; Computer science; Biological neural network; Motion (physics); Psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001606477,0.0002083434,0.0001096715,0.00007373832,0.0005737455,0.0001277079,0.0002680152,0.00009210973,0.001275678],"category_scores_gemma":[0.0005698153,0.0001366618,0.00009654969,0.00006662559,0.0004033649,0.00008731626,0.00003883811,0.0003205807,0.001665284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004432316,"about_ca_system_score_gemma":0.0001183529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001209395,"about_ca_topic_score_gemma":0.000006299944,"domain_scores_codex":[0.9986209,0.00006446882,0.0001791115,0.0005364132,0.0003789418,0.000220123],"domain_scores_gemma":[0.9986637,0.0007446148,0.0001353601,0.0002989297,0.00007226663,0.00008509405],"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":[0.000009614895,0.00000883641,2.474258e-7,7.800254e-7,0.000001104996,0.000003413325,0.00001492108,1.416302e-7,0.002471016,0.8999324,0.08977967,0.007777806],"study_design_scores_gemma":[0.00006628741,0.00007787395,0.000005894448,0.000008660292,0.000005613678,0.00002281519,0.0000262645,0.00001210789,0.008067604,0.04032988,0.9512067,0.0001703312],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000009876563,0.00002839024,0.0004349099,0.004061212,0.002359366,0.0002814866,0.000009435946,0.00007489755,0.9927405],"genre_scores_gemma":[0.002166546,0.0001412985,0.0000102953,0.02751619,0.0001189849,0.00001731145,9.14968e-7,0.00002861313,0.9699998],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.861427,"threshold_uncertainty_score":0.9996373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05773736772425903,"score_gpt":0.2702326976635998,"score_spread":0.2124953299393407,"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."}}