{"id":"W2135497543","doi":"10.1109/iemc.1990.201291","title":"Assessing ideational and evaluative skills and creative styles and attitudes","year":2002,"lang":"en","type":"article","venue":"","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Cognitive style; Preference; Ideation; Cognition; Style (visual arts); Process (computing); Creative problem-solving; Computer science; Psychology; Mathematics education; Artificial intelligence; Cognitive psychology; Creativity; Social psychology; Cognitive science; Mathematics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001804652,0.00008263148,0.00009412262,0.00006499222,0.0001687101,0.0001396337,0.00003044227,0.00003226245,0.002686258],"category_scores_gemma":[0.0001705594,0.00006951004,0.000007746066,0.0000880451,0.0003500068,0.0002868584,0.00002950167,0.00006162486,0.0000171188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009763982,"about_ca_system_score_gemma":0.000008704523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000252744,"about_ca_topic_score_gemma":0.00001226165,"domain_scores_codex":[0.9993005,0.0001133081,0.00009272371,0.0002738607,0.0001123211,0.0001072597],"domain_scores_gemma":[0.9992586,0.0005092536,0.00004138664,0.00007692236,0.00004333175,0.00007046774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009983365,0.0009671614,0.7744808,0.00001891723,0.00005250648,0.000005894823,0.02749924,0.000001564694,0.003350248,0.1044892,0.006010421,0.08311416],"study_design_scores_gemma":[0.000280162,0.00005875152,0.995297,0.0000116399,0.00001070088,0.00003864341,0.00283731,0.0002057555,0.0001568563,0.0005348728,0.000479807,0.00008857229],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9187036,0.0003567066,0.0002518813,0.0009489916,0.00007354399,0.0001077312,0.000004089524,0.00002145135,0.07953198],"genre_scores_gemma":[0.9890452,0.0001093642,0.0007320583,0.0004478325,0.00002839163,0.00001419572,0.000001061989,0.000004467236,0.009617405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2208162,"threshold_uncertainty_score":0.9982255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08675060211943623,"score_gpt":0.4453209150589136,"score_spread":0.3585703129394774,"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."}}