{"id":"W2153851722","doi":"10.37119/ojs2015.v21i1.193","title":"A Framework of Creative Education","year":2015,"lang":"en","type":"article","venue":"in education","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Creativity; Creative education; Boosting (machine learning); Pedagogy; Creative brief; Creative work; Engineering ethics; Psychology; Mathematics education; Sociology; Computer science; Engineering; Social psychology; Political science; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00641378,0.0009860614,0.000529292,0.002839939,0.004298681,0.01049756,0.002227065,0.003523454,0.007129936],"category_scores_gemma":[0.004165188,0.000295657,0.000837222,0.001789766,0.03766918,0.008258402,0.004967689,0.004503702,0.001247915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007344568,"about_ca_system_score_gemma":0.006632402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002436442,"about_ca_topic_score_gemma":0.001585479,"domain_scores_codex":[0.9949583,0.003277316,0.0001778668,0.0004704951,0.0007132572,0.0004026502],"domain_scores_gemma":[0.9968167,0.001898816,0.0002009949,0.0003357996,0.0003534992,0.0003942886],"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":[8.130662e-7,0.000004045753,0.0000153596,0.00001270445,5.444792e-7,0.00001127233,0.0004927103,0.0001190638,0.000008785705,0.9979309,0.0002533959,0.001150416],"study_design_scores_gemma":[0.000008101128,0.000005915279,0.00003158119,0.00009009378,8.775473e-7,0.00003928005,0.0006884226,0.000644218,0.00003347152,0.9720304,0.02642364,0.000003870326],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.009374582,0.009714438,0.2012266,0.0329754,0.0006494038,0.0002422028,0.00007940747,0.0001563073,0.7455817],"genre_scores_gemma":[0.7994723,0.007660751,0.1469357,0.003588685,0.0008383364,0.001328335,0.000149328,0.0001059055,0.03992068],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01049756,"threshold_uncertainty_score":0.05328888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06689465714709909,"score_gpt":0.449688326150785,"score_spread":0.3827936690036859,"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."}}