{"id":"W2624251628","doi":"10.5539/jel.v6n3p323","title":"The Development of Chorus Motivation Scale (CMS) for Prospective Music Teacher","year":2017,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Necmettin Erbakan Üniversitesi","keywords":"Chorus; Confirmatory factor analysis; Psychology; Cronbach's alpha; Structural equation modeling; Scale (ratio); Exploratory factor analysis; Construct validity; Turkish; Applied psychology; Mathematics education; Psychometrics; Statistics; Clinical psychology; Mathematics; Cartography","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":[0.001804664,0.0002847356,0.0003258273,0.001018993,0.0006121196,0.000614522,0.0003923338,0.0003841051,0.002041939],"category_scores_gemma":[0.005701921,0.0002150154,0.0004620897,0.0004362155,0.0002411468,0.0004713289,0.000757872,0.0008188882,0.0004516149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004926294,"about_ca_system_score_gemma":0.001657325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001245443,"about_ca_topic_score_gemma":0.004524156,"domain_scores_codex":[0.9990333,0.0002758222,0.0001437886,0.00006754409,0.0003773682,0.0001021067],"domain_scores_gemma":[0.9969932,0.0005713238,0.0006903151,0.0001434439,0.001071836,0.0005299716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002511971,0.001616042,0.792657,0.0004613019,0.00006948695,0.0003475246,0.004513565,0.000659839,0.007445008,0.001052887,0.005573209,0.1853529],"study_design_scores_gemma":[0.00004855024,0.0008493835,0.9861441,0.00009047639,0.00002512242,0.0002828031,0.003581605,0.001058972,0.00130076,0.0003186713,0.006262997,0.0000365306],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902911,0.000142152,0.003183604,0.0002453711,0.00005146064,0.00129184,0.0003894868,0.00006384659,0.004341295],"genre_scores_gemma":[0.9709634,0.0002767528,0.0227704,0.00007661739,0.00002572683,0.002648753,0.001127591,0.00001745386,0.002093259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002041939,"threshold_uncertainty_score":0.009544075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06990940635504385,"score_gpt":0.2913164687420043,"score_spread":0.2214070623869605,"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."}}