{"id":"W2997005369","doi":"10.5539/ies.v13n1p123","title":"A Research on Learning Approaches and Achievement Focused Motivations of Prospective Visual Arts Teachers","year":2019,"lang":"en","type":"article","venue":"International Education Studies","topic":"Motivation and Self-Concept in Sports","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Mathematics education; Class (philosophy); Scale (ratio); Academic achievement; Data collection; Test (biology); The arts; Social science; Computer science; Sociology","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":[0.001043421,0.0001702991,0.0001930686,0.0009536566,0.0006424772,0.001273975,0.0002012604,0.0002567831,0.001776906],"category_scores_gemma":[0.004014749,0.0001711896,0.0002471751,0.0004967055,0.0003235611,0.0003875934,0.0005464962,0.000482601,0.0001837162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000311731,"about_ca_system_score_gemma":0.0009710394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001936758,"about_ca_topic_score_gemma":0.003955886,"domain_scores_codex":[0.9994721,0.0001414913,0.00003477142,0.00005570458,0.0001840798,0.00011189],"domain_scores_gemma":[0.9967241,0.001056168,0.001070291,0.00009050865,0.0004191725,0.0006397715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003931304,0.0005098344,0.9779695,0.00006130221,0.00002088513,0.0001115256,0.007425868,0.00006625846,0.001024185,0.0002706324,0.00007583773,0.01242484],"study_design_scores_gemma":[0.000003942844,0.0002670481,0.9870394,0.00002799386,0.00001002172,0.0001235239,0.01111445,0.0001122977,0.0003726225,0.0000962596,0.000824625,0.0000078251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994314,0.00004207195,0.00007677836,0.00001122573,0.000001354834,0.000007199646,0.00001032376,6.946865e-7,0.0004188699],"genre_scores_gemma":[0.9992311,0.00006186717,0.0001176396,0.000006584152,0.000001724244,0.00001232579,0.00002358044,6.069642e-7,0.0005446383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001936758,"threshold_uncertainty_score":0.005944312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1901928514663165,"score_gpt":0.4699150893763988,"score_spread":0.2797222379100822,"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."}}