{"id":"W4200241166","doi":"10.5539/ies.v15n1p1","title":"A Thematic Review of the Studies on the Music Teacher Competencies in Turkey","year":2021,"lang":"en","type":"review","venue":"International Education Studies","topic":"Music Education and Analysis","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Psychology; Data collection; Sample (material); Mathematics education; Teacher education; Service (business); Pedagogy; Professional development; Content analysis; Medical education; Descriptive research; Qualitative research; Sociology; Medicine; Social 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001904435,0.000222827,0.001059123,0.0001816323,0.0002990016,0.00003969018,0.0007887506,0.00005941672,0.0007836639],"category_scores_gemma":[0.01427703,0.0001115043,0.0005384343,0.001069292,0.0005006733,0.00006023522,0.0001636464,0.0002866205,0.0000368853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005112618,"about_ca_system_score_gemma":0.001844548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002788225,"about_ca_topic_score_gemma":0.0006087541,"domain_scores_codex":[0.9968001,0.001158298,0.0008889625,0.0002671971,0.0007509118,0.0001345336],"domain_scores_gemma":[0.9950336,0.00182843,0.000936048,0.0004043871,0.001772516,0.00002505677],"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":[6.831826e-7,0.0006686006,0.00007176155,0.02841832,0.002923163,5.566661e-7,0.06433521,0.000002464851,6.261133e-8,0.2098047,0.3113467,0.3824278],"study_design_scores_gemma":[0.00001457915,0.000001987275,0.000004975041,0.1107814,0.0002974972,8.040259e-7,0.08728566,3.777209e-7,1.1236e-7,0.0006626652,0.800859,0.00009091921],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007096482,0.9644314,3.053853e-7,0.01968839,0.004681007,0.0005351126,0.00000688373,0.000009079833,0.01057683],"genre_scores_gemma":[0.0001157832,0.9819037,0.00003821663,0.002259876,0.0004685378,0.0005674757,0.00001242182,0.00001099465,0.01462296],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4895123,"threshold_uncertainty_score":0.9940261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3904452132054826,"score_gpt":0.5430616888371886,"score_spread":0.1526164756317061,"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."}}