{"id":"W7155044181","doi":"10.59236/ijea14n1","title":"Commitments to a Community of Artistic Inquiry","year":2013,"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 British Columbia","funders":"","keywords":"Situated; Visual arts education; The arts; Diversity (politics); Teacher education; Discipline; Music education; Situated learning; Educational research; Scholarship","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007854856,0.0001350097,0.0002496388,0.0002849975,0.0003350799,0.0003108351,0.0004915942,0.00002933782,0.003236705],"category_scores_gemma":[0.000359108,0.00009269151,0.0001008137,0.00004898648,0.0004625779,0.0004306258,0.0001398352,0.0002654826,0.0001507133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008831311,"about_ca_system_score_gemma":0.000431926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004386931,"about_ca_topic_score_gemma":0.00004641813,"domain_scores_codex":[0.9982439,0.0002765792,0.0008621861,0.0000736147,0.0004268281,0.0001168984],"domain_scores_gemma":[0.9965549,0.0004130986,0.0007309978,0.0001833181,0.001947548,0.0001701],"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":[0.000283835,0.002167064,0.001236693,0.00003526679,0.0005415013,7.29297e-7,0.4308701,0.0000122387,0.00003953398,0.3808606,0.1279048,0.05604763],"study_design_scores_gemma":[0.003119227,0.0003746461,0.05478542,0.0008366243,0.0001458111,0.0001628446,0.2204254,0.00006360629,0.0002151282,0.1112366,0.6083217,0.000312995],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9036832,0.0009623085,0.0003667824,0.04796092,0.01525237,0.0004874268,0.00001150465,0.000004611081,0.03127085],"genre_scores_gemma":[0.9874605,0.0002032125,0.0003293288,0.005032028,0.000960179,0.0000210701,0.000005782592,0.000009102281,0.005978774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4804169,"threshold_uncertainty_score":0.9976745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0573559836120539,"score_gpt":0.3388102593485881,"score_spread":0.2814542757365342,"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."}}