{"id":"W7001320516","doi":"","title":"Is style reproduction a computational creativity task?","year":2022,"lang":"en","type":"article","venue":"Kent Academic Repository (University of Kent)","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Creativity; Style (visual arts); Reproduction; Computational creativity; Imitation; Value (mathematics)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.009481933,0.0004960459,0.0005830042,0.001394979,0.001763017,0.01118501,0.002124095,0.002107834,0.006517857],"category_scores_gemma":[0.03873853,0.0004105465,0.001341155,0.001320249,0.01983977,0.01355474,0.004449165,0.00247272,0.001588786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001152219,"about_ca_system_score_gemma":0.001632059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004970199,"about_ca_topic_score_gemma":0.0003369363,"domain_scores_codex":[0.9917397,0.003952192,0.0004722214,0.001430133,0.001970068,0.0004355877],"domain_scores_gemma":[0.972437,0.01457191,0.002590971,0.007530454,0.001818191,0.001051556],"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":[0.00006933181,0.00003612274,0.003249794,0.0003167231,0.0000413747,0.0001603868,0.009532458,0.002622904,0.001567814,0.9032595,0.002178201,0.07696532],"study_design_scores_gemma":[0.00003322024,0.00004948716,0.001755619,0.0002091618,0.00003017888,0.0004256029,0.002254323,0.007523741,0.001534122,0.9563604,0.02977235,0.00005181893],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1451184,0.003998927,0.5076593,0.02062663,0.0008890722,0.00017493,0.0001844045,0.0007003029,0.3206481],"genre_scores_gemma":[0.9037066,0.001419727,0.0833843,0.0009626361,0.0004070392,0.0001560744,0.0001460944,0.0002540058,0.009563585],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01118501,"threshold_uncertainty_score":0.05014586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03339674391590434,"score_gpt":0.2998130743852167,"score_spread":0.2664163304693123,"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."}}