{"id":"W4393979036","doi":"10.1080/10632913.2024.2336514","title":"Arts education in Hong Kong kindergartens: provision of activities and impact of teachers’ demographics","year":2024,"lang":"en","type":"article","venue":"Arts Education Policy Review","topic":"Art Education and Development","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"Demographics; The arts; Visual arts education; Early childhood education; Pedagogy; Psychology; Mathematics education; Sociology; Medical education; Political science; Medicine; Demography","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":[],"consensus_categories":[],"category_scores_codex":[0.0003410971,0.0001618781,0.0002944085,0.0005853499,0.00008561475,0.00007221254,0.00007880874,0.00003706766,0.0004195556],"category_scores_gemma":[0.0001251741,0.0001326797,0.0001136766,0.0002401475,0.0001593756,0.0004218056,0.00002504087,0.000115789,0.00001391939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001113771,"about_ca_system_score_gemma":0.003456494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008090517,"about_ca_topic_score_gemma":0.0002557736,"domain_scores_codex":[0.9988821,0.00006930553,0.0005181156,0.0002140582,0.0001592522,0.0001572028],"domain_scores_gemma":[0.9992854,0.00009199873,0.0001915177,0.0002096216,0.0001406882,0.00008080302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005592271,0.0007238088,0.009765148,0.00492104,0.00007485322,2.109066e-7,0.09195001,7.921559e-7,0.00007256096,0.346793,0.08210705,0.4635859],"study_design_scores_gemma":[0.0001919116,0.000164764,0.06908976,0.01855215,0.0001332487,0.00002714528,0.01803717,0.00001932243,0.0001348749,0.01253403,0.8805935,0.0005220864],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7857159,0.1484069,0.00001106356,0.01126636,0.001168485,0.001317193,0.00001921161,0.0000693726,0.0520255],"genre_scores_gemma":[0.9719765,0.02244007,0.0001385615,0.0008291733,0.0003064065,0.00008704188,0.00004258185,0.00002071841,0.004158961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7984865,"threshold_uncertainty_score":0.6131671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04010688837328524,"score_gpt":0.3714587725519344,"score_spread":0.3313518841786491,"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."}}