{"id":"W1029607175","doi":"10.1177/0255761415590361","title":"Towards the future: Teachers’ vision of professional development in the arts","year":2015,"lang":"en","type":"article","venue":"International Journal of Music Education","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"The arts; Amateur; Professional development; Arts in education; Pedagogy; Personal development; Performing arts education; Visual arts education; Perception; Sociology; Faculty development; Psychology; Political science; Visual arts; Art","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":[0.008599504,0.0002254462,0.0002273885,0.001234409,0.009076709,0.01033819,0.0007933638,0.00216012,0.00215301],"category_scores_gemma":[0.00590395,0.0003089045,0.0003362129,0.0004464666,0.008568735,0.004803669,0.006139427,0.00509148,0.0005205778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005096108,"about_ca_system_score_gemma":0.01211265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008703399,"about_ca_topic_score_gemma":0.01383889,"domain_scores_codex":[0.9947528,0.002938467,0.0001562109,0.0003096467,0.0008739654,0.0009689234],"domain_scores_gemma":[0.9941712,0.001004777,0.0004473119,0.0001894282,0.001179289,0.003007989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006717976,0.0002563473,0.01755268,0.0001475854,0.000007184761,0.0009788959,0.8618324,0.0002382408,0.001997085,0.06585826,0.008590178,0.04247402],"study_design_scores_gemma":[0.00002513413,0.0001457561,0.009906913,0.0002391203,0.0000126612,0.0009486911,0.8423608,0.0005079,0.0006774056,0.01492584,0.130215,0.00003476355],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6369193,0.003028234,0.007664877,0.07324635,0.0007117055,0.0001198412,0.00003871378,0.0001170663,0.278154],"genre_scores_gemma":[0.9904079,0.0004240933,0.001044447,0.0006860445,0.00002278292,0.00001815628,0.000009010556,0.000009805691,0.007377679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01033819,"threshold_uncertainty_score":0.04547906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09005003789832798,"score_gpt":0.3259606314075688,"score_spread":0.2359105935092408,"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."}}