{"id":"W237306877","doi":"10.59236/ijea6n8","title":"Experiences of Artists and Artist-Teachers Involved in Teacher Professional Development Programs","year":2005,"lang":"en","type":"article","venue":"International journal of education and the arts","topic":"Art Education and Development","field":"Arts and Humanities","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Social Sciences and Humanities Research Council of Canada; Queen's University; Australian National University","keywords":"Professional development; Faculty development; Pedagogy; Psychology; Visual arts education; Teaching method; Visual arts; Mathematics education; Sociology; Art; The arts","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004268487,0.00006450593,0.0001031591,0.000127509,0.00007325869,0.00006905477,0.000113255,0.00001552638,0.0003843923],"category_scores_gemma":[0.0000499325,0.00004096812,0.00002280427,0.00001975573,0.0002421087,0.0002284001,0.00002861564,0.00008538349,0.000003943469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004524414,"about_ca_system_score_gemma":0.0002875981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001358586,"about_ca_topic_score_gemma":0.00019009,"domain_scores_codex":[0.9991794,0.00004432708,0.0004078674,0.00006785485,0.0002336586,0.00006684661],"domain_scores_gemma":[0.9993896,0.00004191847,0.0002562906,0.00003798235,0.0002258604,0.00004829559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008277169,0.0005953762,0.007028557,0.000004622182,0.00004080402,4.802527e-7,0.8152855,0.000001085215,0.00001074602,0.04534698,0.002197506,0.1294056],"study_design_scores_gemma":[0.001413698,0.00004079516,0.02763973,0.0002535163,0.00001012856,0.00004207899,0.3479445,0.00004999399,0.0004488702,0.004091446,0.6179177,0.0001475818],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859931,0.0005048339,0.00000860604,0.007254684,0.001538328,0.00009412331,1.80079e-7,0.000002910155,0.004603171],"genre_scores_gemma":[0.9901631,0.00003577908,0.0006626374,0.0004741209,0.0003278936,0.00002857732,0.000002976638,0.000003519752,0.008301406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6157202,"threshold_uncertainty_score":0.4208826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02864031386652366,"score_gpt":0.3075859589335149,"score_spread":0.2789456450669913,"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."}}