{"id":"W2962927634","doi":"10.48550/arxiv.1005.1518","title":"Recognizability of Individual Creative Style Within and Across Domains:\\n Preliminary Studies","year":2010,"lang":"","type":"preprint","venue":"arXiv (Cornell University)","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Style (visual arts); Psychology; Cognitive psychology; Cognitive science; Art; Literature","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":[0.006923111,0.0003517773,0.0004027556,0.001590763,0.0008176889,0.002837748,0.0006811987,0.0006179349,0.009669688],"category_scores_gemma":[0.03374664,0.0002877081,0.0005189365,0.0009139511,0.001958523,0.002443688,0.001989893,0.001153255,0.0006842998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005157784,"about_ca_system_score_gemma":0.0005514596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001834239,"about_ca_topic_score_gemma":0.003036198,"domain_scores_codex":[0.9976561,0.0005397337,0.0002915763,0.000667007,0.0006631023,0.0001823022],"domain_scores_gemma":[0.9491544,0.03515549,0.004689116,0.006032415,0.003084914,0.001883754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001294659,0.001713001,0.8632312,0.0003761057,0.0001989847,0.0001965191,0.04513272,0.0008490212,0.009953956,0.003571044,0.0005344047,0.07294847],"study_design_scores_gemma":[0.00005380548,0.0009905628,0.9800862,0.00006601388,0.00006709919,0.0001956578,0.009420825,0.001320349,0.003403286,0.002741602,0.001619478,0.00003515647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882229,0.00006259633,0.00166323,0.00005199598,0.000009479707,0.000210048,0.0001511964,0.00001550629,0.009613154],"genre_scores_gemma":[0.997109,0.00003461323,0.001371694,0.00002247513,0.000006248319,0.0002068735,0.000127251,0.000008868769,0.001112987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009669688,"threshold_uncertainty_score":0.03661335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1613677808503124,"score_gpt":0.314594868668241,"score_spread":0.1532270878179287,"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."}}