{"id":"W2783823220","doi":"10.5539/jel.v7n2p230","title":"A Study on Developing Learning Strategies in Violin Education","year":2018,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Music Education and Analysis","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Gazi Üniversitesi","keywords":"Likert scale; Violin; Cronbach's alpha; Internal consistency; Scale (ratio); Mathematics education; Geography; Psychology; Humanities; Mathematics; Cartography; Art; Statistics; Art history","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":[0.001752685,0.00006546571,0.0001287231,0.0004349603,0.0004975544,0.000182463,0.00008810647,0.00003950604,0.0002091909],"category_scores_gemma":[0.001006684,0.00006101161,0.00002997571,0.0004804323,0.00006450799,0.0002932409,0.000007868704,0.0003898134,0.00001335008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001349478,"about_ca_system_score_gemma":0.002846001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004649706,"about_ca_topic_score_gemma":0.000547091,"domain_scores_codex":[0.9986137,0.0006339947,0.0003023081,0.0001045629,0.0002248371,0.0001205635],"domain_scores_gemma":[0.9990355,0.00013697,0.0003317831,0.00004257411,0.000368771,0.00008434296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002203428,0.0009127907,0.3237587,0.000009882526,0.00002823027,8.082163e-7,0.4899948,0.0001161047,0.00008909871,0.01590804,0.0008159449,0.1683436],"study_design_scores_gemma":[0.0001223373,0.000169835,0.1813812,0.0001196129,0.00001249286,0.000002744834,0.7482271,0.00001065167,0.000005769319,0.000389044,0.06948671,0.00007253057],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710444,0.0001220812,0.0001280301,0.002354132,0.0007315336,0.00007198546,1.17787e-8,0.000008206366,0.02553957],"genre_scores_gemma":[0.9950491,0.00008339368,0.0005124182,0.0003201769,0.001075425,0.000004048953,6.611078e-7,0.000005371653,0.00294938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2582323,"threshold_uncertainty_score":0.5048683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04703277868959006,"score_gpt":0.4264867376645204,"score_spread":0.3794539589749304,"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."}}