{"id":"W3163235097","doi":"","title":"Quality Environments for Young Children: DAP, Professionals, and Families : Tips on Arts Education for Young Children: Teacher Readiness and Practice","year":2002,"lang":"en","type":"article","venue":"Early childhood education","topic":"Educational Systems and Policies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rubric; Curriculum; The arts; Variety (cybernetics); Diversity (politics); Quality (philosophy); Early childhood education; Psychology; Medical education; Early childhood; Pedagogy; Teacher education; Mathematics education; Sociology; Medicine; Political science; Developmental psychology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006630989,0.0002637666,0.0002242354,0.0001650917,0.0005472377,0.0002849156,0.0002785723,0.0001278083,0.000008280115],"category_scores_gemma":[0.0004452366,0.000249267,0.0000581769,0.0001647746,0.00006445149,0.001106958,0.00006249658,0.0001524894,0.00001697061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009402442,"about_ca_system_score_gemma":0.0002477661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006442319,"about_ca_topic_score_gemma":0.00001572942,"domain_scores_codex":[0.9981728,0.0001756675,0.0004090368,0.0006297413,0.0003124784,0.0003003312],"domain_scores_gemma":[0.9985259,0.0003497384,0.0003697042,0.0004837025,0.0001125092,0.0001585159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000414739,0.009003988,0.2544855,0.00009295349,0.0002765475,6.911483e-8,0.229636,0.00000796139,0.0003596217,0.1461281,0.1352967,0.2246711],"study_design_scores_gemma":[0.0003741592,0.0001387047,0.9900162,0.00009499491,0.00002902789,0.0000739328,0.00132577,0.0000166072,0.00007155794,0.001730841,0.005819819,0.000308367],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787024,0.002281496,0.002726208,0.009869183,0.001821882,0.002492412,0.00004517513,0.00006644303,0.001994801],"genre_scores_gemma":[0.985549,0.0001485672,0.007201616,0.001102197,0.001246392,0.000855926,0.0001785922,0.00003025708,0.003687422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7355308,"threshold_uncertainty_score":0.9999959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02236417697423239,"score_gpt":0.3026497082208017,"score_spread":0.2802855312465694,"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."}}