{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002289497,0.0003366568,0.0003449821,0.001191391,0.001173286,0.001805184,0.000544778,0.0005490839,0.001918106],"category_scores_gemma":[0.006457919,0.0002392902,0.000267478,0.0009110221,0.0007330201,0.001209246,0.0008524249,0.0009223682,0.0002224382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008697991,"about_ca_system_score_gemma":0.002031652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00193907,"about_ca_topic_score_gemma":0.003579598,"domain_scores_codex":[0.9988008,0.0005394951,0.00008208962,0.0001061113,0.0002481231,0.0002234347],"domain_scores_gemma":[0.9966703,0.00166452,0.0005963033,0.00009751062,0.0003569645,0.0006144056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001656574,0.009552877,0.4580437,0.0009938582,0.0000582323,0.002290512,0.348326,0.0001861027,0.007864211,0.001799992,0.0008660586,0.1698528],"study_design_scores_gemma":[0.00006047521,0.002095467,0.597236,0.0004516233,0.00004703395,0.001331946,0.3805419,0.0004132254,0.002641097,0.000704731,0.01443043,0.00004598124],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975898,0.00008683715,0.0001291828,0.00005736789,0.000004169737,0.00006060423,0.000008748471,0.000001965857,0.002061233],"genre_scores_gemma":[0.9971022,0.0003912295,0.0008528177,0.00009694171,0.00000475458,0.0001049818,0.00002530509,0.000002391396,0.001419369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002289497,"threshold_uncertainty_score":0.01210821,"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."}}