{"id":"W2943626160","doi":"","title":"Development and Application of a Classroom Model for Pre-Service Preschool Teachers Focused on Aesthetic Experience Sharing Connected Music Education Contents","year":2014,"lang":"en","type":"article","venue":"Early childhood education","topic":"Education and Learning Interventions","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology; Pedagogy; Mathematics education","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":[],"consensus_categories":[],"category_scores_codex":[0.0002502804,0.000155587,0.000143436,0.0001924259,0.0002039393,0.0001292111,0.0004777583,0.00007313077,0.00000445226],"category_scores_gemma":[0.0001508854,0.00016634,0.00004688752,0.0002729752,0.00002350078,0.0004019586,0.00005459072,0.000131209,0.0000134031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009575051,"about_ca_system_score_gemma":0.000533124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001682867,"about_ca_topic_score_gemma":0.00004868911,"domain_scores_codex":[0.9986971,0.00005772521,0.0003816753,0.0004921444,0.0001893161,0.0001820527],"domain_scores_gemma":[0.9987016,0.00005090855,0.000310331,0.0005207936,0.000292512,0.0001238384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00001375814,0.002059556,0.01180192,0.00006368705,0.00002452704,6.048678e-9,0.3125511,0.0008696814,0.0009976907,0.0471274,0.0005120217,0.6239787],"study_design_scores_gemma":[0.0007848151,0.0001785399,0.8753431,0.0003329123,0.00002231729,0.000003923514,0.002125517,0.1130472,0.001280584,0.003608094,0.002908246,0.0003647304],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7282039,0.00003350745,0.2698948,0.0007049423,0.000248666,0.0006662325,7.139352e-7,0.00007311896,0.0001741581],"genre_scores_gemma":[0.9455057,0.000001109767,0.05233955,0.0005970211,0.00005461425,0.0009974845,0.00003609904,0.00001733121,0.0004510779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8635412,"threshold_uncertainty_score":0.678315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02333837863263845,"score_gpt":0.2790842178267914,"score_spread":0.255745839194153,"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."}}