{"id":"W1488549237","doi":"10.1142/9789812564399_0011","title":"COGNITIVE SCIENCE, REPRESENTATIONS AND DYNAMICAL SYSTEMS THEORY","year":2003,"lang":"en","type":"book-chapter","venue":"Studies of nonlinear phenomena in life science","topic":"Philosophy and History of Science","field":"Arts and Humanities","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Cognitive science; Computer science; Psychology","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":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002169178,0.0002763537,0.0005423306,0.0008939379,0.001391389,0.0001534087,0.000643918,0.00004428783,0.00007414126],"category_scores_gemma":[0.0008423048,0.0002380138,0.00005709768,0.0001958783,0.04605279,0.0007076794,0.000357875,0.0002844141,0.00002109208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001887698,"about_ca_system_score_gemma":0.0005704753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002654998,"about_ca_topic_score_gemma":0.00005958301,"domain_scores_codex":[0.9972302,0.00002267604,0.0005516488,0.0008180865,0.0009709027,0.0004064862],"domain_scores_gemma":[0.9979382,0.0003350553,0.0003533137,0.0003075789,0.0008838963,0.0001819817],"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":[0.00001477836,0.00003635379,0.00001092292,0.00007675352,0.0000261385,0.000003279296,0.01393082,0.000009275268,0.00002755878,0.9853624,0.00006205216,0.0004397323],"study_design_scores_gemma":[0.002078362,0.00156231,0.0003597933,0.003640706,0.0003670819,0.00002622229,0.137814,0.001550657,0.00003894893,0.6426339,0.2070367,0.002891349],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00314446,0.007089199,0.000003574401,0.0001845595,0.001450975,0.000410366,0.0001735,0.00002472074,0.9875187],"genre_scores_gemma":[0.7237287,0.00290586,0.0007420192,0.001155442,0.003218126,0.00008753635,0.00001502804,0.00008589092,0.2680615],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7205842,"threshold_uncertainty_score":0.9999087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08193999173293125,"score_gpt":0.3060583036258401,"score_spread":0.2241183118929089,"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."}}