{"id":"W2377183761","doi":"","title":"The Library of Professional Secondary School of Arts And Quality Education of School","year":2003,"lang":"en","type":"article","venue":"Tushuguan luntan","topic":"Higher Education and Teaching Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Prairie Improvement Network","funders":"","keywords":"The arts; Dance; Quality (philosophy); Performing arts education; Dance education; School library; Arts in education; Sociology; Medical education; Professional development; Pedagogy; Library science; Visual arts; Medicine; Art; Computer science; Physics","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":[0.001112501,0.00008179923,0.0001639381,0.0000799037,0.0000928807,0.0000281084,0.0003648921,0.00004577447,0.0002219487],"category_scores_gemma":[0.0003392962,0.00005995574,0.00004330275,0.0002552854,0.0001114555,0.0003852376,0.00007738707,0.0001813631,0.000004731665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001341672,"about_ca_system_score_gemma":0.001268169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003347635,"about_ca_topic_score_gemma":0.000002411283,"domain_scores_codex":[0.9984581,0.0006291653,0.0004192519,0.0001748425,0.0002069842,0.0001116099],"domain_scores_gemma":[0.9986619,0.0003329062,0.0002996318,0.0005091078,0.00007744765,0.0001189551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0000180017,0.000424733,0.113102,0.0001651367,0.00002714755,1.380698e-7,0.002383995,9.924917e-7,0.006426068,0.8360053,0.005820214,0.03562632],"study_design_scores_gemma":[0.0003153909,0.00006718392,0.9053599,0.0001135499,0.000007854384,0.000007148254,0.001040349,0.00002797466,0.04187755,0.02347329,0.02756887,0.0001409744],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9446509,0.001179714,0.004523962,0.000982192,0.001086164,0.0002419401,0.000005724118,0.00003752678,0.04729182],"genre_scores_gemma":[0.9389277,0.00002660565,0.05629539,0.0002066386,0.00003499375,0.00001031678,0.000002609861,0.000006966517,0.004488773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.812532,"threshold_uncertainty_score":0.2444924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03401339765964607,"score_gpt":0.3619902101721716,"score_spread":0.3279768125125255,"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."}}