{"id":"W1568145715","doi":"10.5539/ies.v8n6p95","title":"Organization a Culture of Self-Education of Music Teachers","year":2015,"lang":"en","type":"article","venue":"International Education Studies","topic":"Educational Methods and Teacher Development","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Kazan Federal University","keywords":"Music education; Choir; Pedagogy; Psychology; Mathematics education; Field (mathematics); Quality (philosophy); Sociology; Mechanism (biology); Epistemology","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":[0.0004377993,0.0001083406,0.0001622543,0.0002904035,0.00003795953,0.00002520587,0.0004934967,0.00004185948,0.00001796569],"category_scores_gemma":[0.001291073,0.00009831419,0.0000349886,0.0007158658,0.00004554034,0.0003862282,0.000128958,0.00006749325,0.00001211366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002659768,"about_ca_system_score_gemma":0.002019378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004261874,"about_ca_topic_score_gemma":0.000001736027,"domain_scores_codex":[0.9988024,0.00008191468,0.00038957,0.0002195213,0.0004266081,0.00007997461],"domain_scores_gemma":[0.9933102,0.00007135613,0.0003576515,0.000224899,0.005971249,0.00006467357],"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":[0.000007189994,0.003095578,0.07294641,0.00009835279,0.000655462,2.019192e-7,0.2942425,0.00004168604,0.001179571,0.3642599,0.1387685,0.1247046],"study_design_scores_gemma":[0.001639369,0.000353442,0.2043824,0.0007677107,0.000179862,0.00009182713,0.1831751,0.0005556611,0.03617319,0.1825974,0.3888489,0.00123515],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.761816,0.009775272,0.1311738,0.01305163,0.03518789,0.0007942044,0.00001099824,0.0003267826,0.04786344],"genre_scores_gemma":[0.6423966,0.0001180036,0.3547036,0.000311661,0.0001653058,0.00004250101,0.00002300565,0.000007548009,0.002231775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2500804,"threshold_uncertainty_score":0.4009136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09667047241817123,"score_gpt":0.3928887975736108,"score_spread":0.2962183251554396,"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."}}