{"id":"W2587784246","doi":"10.1057/978-1-137-55585-4","title":"The Palgrave Handbook of Global Arts Education","year":2017,"lang":"en","type":"book","venue":"Palgrave Macmillan UK eBooks","topic":"Art Education and Development","field":"Arts and Humanities","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The arts; Visual arts; Mathematics education; Sociology; Political science; Art; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007638424,0.0008504069,0.0006059085,0.00237382,0.002022418,0.006276876,0.0009544625,0.001604378,0.06962889],"category_scores_gemma":[0.002409697,0.0004347532,0.0002768723,0.004531688,0.003713526,0.005773758,0.003000438,0.003363528,0.03011414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004143382,"about_ca_system_score_gemma":0.006378319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008371676,"about_ca_topic_score_gemma":0.01647857,"domain_scores_codex":[0.9990145,0.0002928654,0.00006171711,0.00008960018,0.0004415458,0.00009975919],"domain_scores_gemma":[0.9993178,0.0003957564,0.00003369548,0.00007758771,0.0001156318,0.00005953867],"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":[0.000008653612,0.00002383795,0.00009962465,0.00049028,0.000002521858,0.00007923221,0.002856884,0.0002518333,0.0000874349,0.2143405,0.6281111,0.153648],"study_design_scores_gemma":[4.975939e-7,0.000001335356,0.00004211393,0.000223441,2.647017e-7,0.00003062647,0.0002906989,0.000007230575,0.000009118685,0.004761694,0.9946315,0.000001440392],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003944503,0.06854752,0.001780813,0.006664578,0.002832164,0.00005912026,0.0004565247,0.0001881091,0.9190767],"genre_scores_gemma":[0.007744579,0.05448384,0.002024543,0.003138741,0.0007522406,0.0001619912,0.0006375294,0.0003721065,0.9306844],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06962889,"threshold_uncertainty_score":0.2329319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02870477663704795,"score_gpt":0.2664737048591536,"score_spread":0.2377689282221056,"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."}}