{"id":"W2906252638","doi":"","title":"Visually provoking: dissertations in art education","year":2018,"lang":"en","type":"book","venue":"Lapland University Press eBooks","topic":"Art Education and Development","field":"Arts and Humanities","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intellect; China; The arts; Visual arts education; Field (mathematics); Sociology; Visual arts; Pedagogy; Political science; Library science; Social science; Art; Epistemology; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.00005280488,0.0001644855,0.0001596295,0.0002052553,0.0002670634,0.00009203087,0.0001804261,0.00009967579,0.0005149127],"category_scores_gemma":[0.000004880927,0.0001736123,0.00004627794,0.000004995623,0.0001211779,0.00009606092,0.0000484633,0.0001590427,0.000106625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001677685,"about_ca_system_score_gemma":0.0009817679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001131314,"about_ca_topic_score_gemma":0.002647655,"domain_scores_codex":[0.9993131,0.00003001421,0.0001456785,0.0002348372,0.0001304772,0.0001458539],"domain_scores_gemma":[0.9994789,0.00003465506,0.0001168822,0.0001641252,0.0001346365,0.0000707458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002205673,0.00005080769,0.0000153737,0.00003819704,0.00002102649,0.000003155202,0.02114059,1.356923e-7,2.820702e-7,0.6037471,0.3743924,0.0005688136],"study_design_scores_gemma":[0.0001817617,0.00002461781,0.00006856235,0.0001555882,0.00002981499,9.369858e-7,0.001735786,0.000003107501,0.00000501636,0.001295819,0.9962765,0.000222475],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003678527,0.00001587745,0.000007344905,0.00004935759,0.0007524232,0.0003168109,0.00003406172,0.00005824401,0.998398],"genre_scores_gemma":[0.0008021567,0.000009644735,0.00005235047,0.0001470703,0.0003669601,0.000004489299,0.0004053263,0.00001697629,0.9981951],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.621884,"threshold_uncertainty_score":0.7079704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0235988523127395,"score_gpt":0.2304352282471552,"score_spread":0.2068363759344157,"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."}}