{"id":"W4413211606","doi":"10.1177/00169862251351948","title":"Documentary and Gifted Education: <i>Superkids 2</i> and its Impact on Perceptions of Gifted Education and Arts-Based Research","year":2025,"lang":"en","type":"article","venue":"Gifted Child Quarterly","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Emily Carr University of Art and Design; University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Popularity; Conversation; Gifted education; The arts; Pedagogy; Qualitative research; Perception; Population; Medical education; Social science; Social psychology; Sociology; Visual arts","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002744979,0.0002518536,0.0002690347,0.0008002112,0.0007443738,0.0003515545,0.0001411764,0.00008783133,0.001665323],"category_scores_gemma":[0.00003198873,0.0002233705,0.00006001665,0.0002516368,0.0005123782,0.0004227574,0.00002594086,0.0003121291,0.00002718568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009571296,"about_ca_system_score_gemma":0.0006558273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004038255,"about_ca_topic_score_gemma":0.0001530789,"domain_scores_codex":[0.9984022,0.0001723789,0.0003710065,0.0004606391,0.0003082073,0.0002855331],"domain_scores_gemma":[0.998647,0.0002083795,0.00009583556,0.0003595553,0.0005086412,0.0001805687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004051178,0.004033803,0.007440308,0.0007119215,0.0003455797,0.000002269127,0.1331789,0.000003276812,0.001159648,0.3193808,0.4711725,0.06216586],"study_design_scores_gemma":[0.005062958,0.005075958,0.2991087,0.003844141,0.0005341328,0.00004702062,0.2497551,0.0003587337,0.0008569747,0.03351898,0.4001616,0.001675774],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9226502,0.001167974,0.000002033117,0.007390418,0.0007604723,0.0006039565,0.00009452261,0.00005566453,0.06727482],"genre_scores_gemma":[0.9905587,0.00006405586,0.00005784683,0.002073086,0.000375859,0.0001058734,0.0001901434,0.00002028673,0.00655418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2916684,"threshold_uncertainty_score":0.9992473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03940626226298706,"score_gpt":0.3517217400710271,"score_spread":0.3123154778080401,"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."}}