{"id":"W4402816464","doi":"10.7202/1113151ar","title":"Considering the Past and Future of Art Education with Lorrie Blair","year":2023,"lang":"en","type":"article","venue":"The Canadian art teacher.","topic":"Art Education and Development","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; Political science; Psychology; History","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001939208,0.00008858794,0.00007695809,0.00008269476,0.0006963242,0.0001086109,0.00009602355,0.00002302445,0.001472729],"category_scores_gemma":[0.00000415244,0.00005142386,0.00001858562,0.00006884463,0.0002760583,0.00006405458,0.0000157321,0.00011632,0.0004919264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005149902,"about_ca_system_score_gemma":0.0006833892,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004581201,"about_ca_topic_score_gemma":0.6339593,"domain_scores_codex":[0.9994546,0.00003345806,0.0001193258,0.0001114604,0.0001066166,0.0001745569],"domain_scores_gemma":[0.9995551,0.00003337708,0.00004826949,0.0001871484,0.00006080619,0.0001153467],"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":[0.000003302496,0.00001656043,0.003927476,0.00001199853,0.00002985867,0.000001095568,0.07952975,0.000001714565,0.000001658998,0.05412458,0.8542072,0.008144761],"study_design_scores_gemma":[0.00005896128,0.00001230301,0.01043066,0.00001199273,0.000009692007,0.000005464143,0.03477993,0.00001667646,0.000002575026,0.0006990714,0.9538943,0.00007835368],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.161371,0.0003316599,0.000005156081,0.1375667,0.001561927,0.0006155834,0.00002354236,0.0001045708,0.6984198],"genre_scores_gemma":[0.8794476,0.00001633295,0.00002753087,0.002280771,0.0007771908,0.00003904393,0.0000332652,0.0000141822,0.1173641],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7180766,"threshold_uncertainty_score":0.9994401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02130972464516129,"score_gpt":0.2216953353468995,"score_spread":0.2003856107017382,"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."}}