{"id":"W2107411810","doi":"10.1111/j.1747-9991.2009.00226.x","title":"Aesthetics and Cognitive Science","year":2009,"lang":"en","type":"article","venue":"Philosophy Compass","topic":"Aesthetic Perception and Analysis","field":"Neuroscience","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Cognition; Relation (database); Action (physics); Perception; Psychology; Rational analysis; Representation (politics); Cognitive science; Cognitive neuroscience; Aesthetics; Sociology; Epistemology; Cognitive psychology; Philosophy; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0001188822,0.0001052604,0.0001270752,0.0001451102,0.0003532422,0.00008550125,0.0002022816,0.00002083585,0.00004350455],"category_scores_gemma":[0.0001014849,0.0000927699,0.00003995504,0.0005018041,0.0006948169,0.0001717269,0.00004182772,0.0001015774,0.0001338448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001415591,"about_ca_system_score_gemma":0.00002442747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001156876,"about_ca_topic_score_gemma":1.472968e-7,"domain_scores_codex":[0.9989508,0.00003687854,0.0001207786,0.0003591177,0.0003216367,0.0002108215],"domain_scores_gemma":[0.9995867,0.00001890601,0.00004597511,0.0001505778,0.00004878007,0.0001490537],"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":[0.00007334232,0.0006661504,0.001026568,0.0000093809,0.000002601589,0.00007783363,0.001679529,0.00003191355,0.2397471,0.5783413,0.0002411998,0.178103],"study_design_scores_gemma":[0.003117583,0.001338101,0.04531299,0.0001991474,0.0001820652,0.0005851116,0.000423204,0.03234174,0.09096251,0.8125554,0.01125741,0.001724783],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8245,0.00004635466,0.001629116,0.01486187,0.00006194499,0.0001381663,0.000007777235,0.000154447,0.1586003],"genre_scores_gemma":[0.9938281,0.00003610368,0.00008574854,0.005950425,0.00004040652,0.000001836226,4.87444e-7,0.000004388117,0.00005250352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.234214,"threshold_uncertainty_score":0.3783047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05019531117742584,"score_gpt":0.3068983617813256,"score_spread":0.2567030506038998,"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."}}