{"id":"W7155086329","doi":"10.59236/ijea15n6","title":"Model New Media/Video Programs in Arts Education","year":2014,"lang":"","type":"article","venue":"International journal of education and the arts","topic":"Art Education and Development","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Nature versus nurture; Excellence; The arts; Best practice; Visual arts education; Focus (optics); Creativity; Higher education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001220025,0.0002384343,0.0003213086,0.0005308901,0.0002240311,0.000713321,0.0005057454,0.00007215401,0.0008449652],"category_scores_gemma":[0.0005048774,0.0001743799,0.0001493494,0.00008561129,0.000323431,0.0006578648,0.00007799236,0.0003366737,0.00005534981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001969616,"about_ca_system_score_gemma":0.003371089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002501941,"about_ca_topic_score_gemma":0.0005464194,"domain_scores_codex":[0.9976353,0.0001421669,0.001118116,0.0002229895,0.000663717,0.0002176993],"domain_scores_gemma":[0.9972069,0.0002724259,0.0008866189,0.0002002877,0.001153226,0.00028057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002166949,0.001139592,0.0007466807,0.00001297871,0.00008203568,4.683746e-7,0.1051953,0.00008430807,0.000003005832,0.5608497,0.03866624,0.293003],"study_design_scores_gemma":[0.002271638,0.00006410189,0.002464801,0.0006080648,0.00006365078,0.0001179816,0.02255209,0.002227031,0.00001711876,0.2278763,0.7414759,0.0002613281],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4332279,0.008459731,0.003116067,0.2816679,0.06536949,0.001244847,0.000007886344,0.00003557567,0.2068705],"genre_scores_gemma":[0.9660252,0.0009167255,0.001297866,0.005731255,0.004811617,0.00002482924,0.00002314086,0.00002136383,0.02114799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7028096,"threshold_uncertainty_score":0.9251776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0720615318872964,"score_gpt":0.3087348032923434,"score_spread":0.236673271405047,"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."}}