{"id":"W2087101510","doi":"10.5539/ass.v4n11p138","title":"Vision Logic and Aesthetic Evolution","year":2009,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Media, Gender, and Advertising","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Apperception; Taste; Unconsciousness; Psychology; Consciousness; Aesthetics; Process (computing); Meaning (existential); Cognitive science; Cognitive psychology; Computer science; Philosophy; Epistemology; Neuroscience","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0009881993,0.00006460774,0.00008262978,0.00006913368,0.002205332,0.0001511506,0.0002341181,0.00006320774,0.00002737014],"category_scores_gemma":[0.0001425199,0.00006114299,0.00002699413,0.0007103263,0.001332719,0.0004592343,0.00002566964,0.00008003064,0.00002291148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001856659,"about_ca_system_score_gemma":0.0002690175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001473864,"about_ca_topic_score_gemma":0.00006660443,"domain_scores_codex":[0.9985824,0.00008170665,0.00009914125,0.0002550141,0.0005787776,0.0004029079],"domain_scores_gemma":[0.9996387,0.00001145224,0.00004896309,0.00006803731,0.00005931389,0.0001735083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000002034174,0.00002203413,0.0002988279,8.987543e-7,2.661908e-7,0.000002504377,0.02591622,7.593685e-8,0.001495836,0.3267228,0.0002568764,0.6452817],"study_design_scores_gemma":[0.0003964946,0.0002223692,0.5128577,0.00003869153,0.0000135866,0.000009260837,0.04642922,0.00004977062,0.0001400813,0.4196025,0.01978303,0.0004573698],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08376914,0.0001984057,0.001321774,0.0144539,0.0003785785,0.0001675266,6.022302e-7,0.0001000885,0.89961],"genre_scores_gemma":[0.9985371,0.00002937408,0.0002946134,0.0005095201,0.000236418,8.221988e-7,2.450858e-7,0.000002039961,0.00038992],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9147679,"threshold_uncertainty_score":0.9990937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02033112500331902,"score_gpt":0.3383309650279694,"score_spread":0.3179998400246504,"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."}}