{"id":"W3106411422","doi":"10.1016/j.plrev.2010.04.008","title":"Why blind-variation and selective-retention is an inappropriate explanatory framework for creativityComment on “Creative thought as blind-variation and selective-retention: Combinatorial models of exceptional creativity” by Prof. Simonton","year":2010,"lang":"en","type":"review","venue":"Physics of Life Reviews","topic":"Philosophy and History of Science","field":"Arts and Humanities","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Variation (astronomy); Darwinism; Creativity; Selection (genetic algorithm); Psychology; Epistemology; Cognitive psychology; Social psychology; Computer science; Artificial intelligence; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001938902,0.0006533758,0.0009955998,0.001478405,0.0007088147,0.002112262,0.001580563,0.002013605,0.002656685],"category_scores_gemma":[0.002266528,0.0003279677,0.0004974944,0.002120338,0.004519331,0.007538752,0.001387978,0.003690475,0.001442702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001686179,"about_ca_system_score_gemma":0.001723752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001650504,"about_ca_topic_score_gemma":0.002595139,"domain_scores_codex":[0.9992402,0.0003386584,0.00004632039,0.0001015407,0.0002110357,0.00006227292],"domain_scores_gemma":[0.9986518,0.0009767369,0.00006425221,0.00006469942,0.000201082,0.000041445],"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":[0.00007190317,0.00003155163,0.0001227981,0.002373459,0.00004819287,0.0001214324,0.0004951832,0.0009962404,0.0005655967,0.7070854,0.07380863,0.2142795],"study_design_scores_gemma":[0.00002684294,0.00003360635,0.0002369278,0.001280869,0.00002804918,0.0004808421,0.0002730152,0.0006146711,0.0004183821,0.4095545,0.5870177,0.00003458542],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.0005680859,0.9727903,0.002603072,0.01478001,0.001272469,0.000006001316,0.0000128824,0.00002400261,0.007943078],"genre_scores_gemma":[0.02467996,0.9590265,0.001691969,0.00595381,0.002378495,0.0000343022,0.00003314483,0.00002579378,0.006176116],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.002656685,"threshold_uncertainty_score":0.01223421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1661359843175953,"score_gpt":0.3417392151296939,"score_spread":0.1756032308120986,"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."}}