{"id":"W3082433663","doi":"10.5430/ijhe.v9n6p77","title":"Models of Arts Teacher’s Professional Development","year":2020,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Child Development and Education","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Professional development; Dance; Pedagogy; Psychology; Faculty development; Medical education; Sociology; Professional learning community; Professional studies; Medicine","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":[0.005784794,0.00045659,0.0002408804,0.001985963,0.004082283,0.006808477,0.00163165,0.001493366,0.005407972],"category_scores_gemma":[0.007447792,0.0004302385,0.000525873,0.0009262392,0.01220126,0.004853072,0.0053415,0.001976133,0.001161439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009359616,"about_ca_system_score_gemma":0.008215422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00690478,"about_ca_topic_score_gemma":0.00698857,"domain_scores_codex":[0.9926548,0.00452387,0.0002201221,0.0006798316,0.001236542,0.0006848356],"domain_scores_gemma":[0.9930681,0.00278039,0.0006554351,0.000739284,0.00122545,0.001531302],"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":[0.00004330911,0.0003567319,0.00962276,0.0002516643,0.00001495401,0.0008996985,0.2082245,0.002190338,0.000584627,0.7363434,0.004725141,0.03674275],"study_design_scores_gemma":[0.0001144195,0.0003054115,0.01191358,0.0008756451,0.00003413963,0.00315307,0.1679431,0.02078242,0.001267758,0.363152,0.4303522,0.0001061862],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.119526,0.001442025,0.05672091,0.01397991,0.0002161665,0.0003903523,0.00009727522,0.0002075899,0.8074197],"genre_scores_gemma":[0.9502266,0.0007334204,0.0155183,0.0003543746,0.0000334262,0.0002837074,0.00005279947,0.00004578407,0.03275156],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009359616,"threshold_uncertainty_score":0.06790906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06606715852406735,"score_gpt":0.3905103114864083,"score_spread":0.3244431529623409,"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."}}