{"id":"W4224299690","doi":"10.37217/tebd.1040270","title":"Bireysel Çalgı (Keman) Ders İçeriğinde Yer Alan Dizi Çalışmalarının Öğrencinin Gelişimine Katkısı Üzerine Eğitimci Görüşleri","year":2022,"lang":"tr","type":"article","venue":"Türk Eğitim Bilimleri Dergisi","topic":"Music Education and Analysis","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Yukon University","funders":"","keywords":"Humanities; Physics; Computer science; Art","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002863084,0.001263527,0.001649919,0.001068312,0.003874051,0.000709719,0.002359651,0.0004929478,0.09763071],"category_scores_gemma":[0.0005905019,0.001416268,0.001179999,0.005107612,0.001293193,0.0007962178,0.001159062,0.001568845,0.002239438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001252738,"about_ca_system_score_gemma":0.001888504,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007117759,"about_ca_topic_score_gemma":0.003596841,"domain_scores_codex":[0.9884803,0.001525704,0.002012865,0.002357809,0.003086897,0.002536382],"domain_scores_gemma":[0.9946879,0.0006145886,0.00109503,0.001700236,0.0004737258,0.00142852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005952002,0.008555559,0.04181661,0.0006863743,0.003097484,0.0007500512,0.1332139,0.00362027,0.006445213,0.02744805,0.740731,0.03304029],"study_design_scores_gemma":[0.002363888,0.0007584206,0.01863303,0.000134978,0.0008566203,0.00007196596,0.117592,0.003274288,0.0004641727,0.001413065,0.851714,0.002723564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.845032,0.002635257,0.0001891163,0.03912754,0.005973619,0.001552433,0.0005594617,0.0007789287,0.1041517],"genre_scores_gemma":[0.9359607,0.001681351,0.001065893,0.005796669,0.002198739,0.0004002445,0.0005029248,0.0002331672,0.05216034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.110983,"threshold_uncertainty_score":0.999494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0319806792731456,"score_gpt":0.3075727054069006,"score_spread":0.275592026133755,"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."}}