{"id":"W2592619457","doi":"10.5430/wje.v7n1p93","title":"Does Higher Education Curriculum Contribute to Prospective Teachers' Attitudes, Self-Efficacy and Motivation?","year":2017,"lang":"en","type":"article","venue":"World Journal of Education","topic":"Teacher Professional Development and Motivation","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Psychology; Mathematics education; Atmosphere (unit); Self-efficacy; Democracy; Quality (philosophy); Pedagogy; Medical education; Social psychology; Political science; Politics; Medicine","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":[0.002605048,0.0001902302,0.0003422156,0.001202392,0.0006816965,0.001804715,0.0003833618,0.0008864462,0.005511255],"category_scores_gemma":[0.008553149,0.0002654798,0.000576387,0.0006698118,0.0007062579,0.0005569944,0.0006207157,0.001121683,0.0005338383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004358893,"about_ca_system_score_gemma":0.0009196063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003335268,"about_ca_topic_score_gemma":0.005795329,"domain_scores_codex":[0.9988242,0.0004877464,0.00005672888,0.0000922379,0.0002193235,0.0003198764],"domain_scores_gemma":[0.9871099,0.004272667,0.004046084,0.0005498393,0.0006303579,0.003391199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006821928,0.001059402,0.991426,0.00001587354,0.00003005093,0.00004290886,0.0004899029,0.00002834207,0.00008876479,0.0001310914,0.00008486619,0.00653458],"study_design_scores_gemma":[0.000004552529,0.00009219963,0.9990298,0.00001264576,0.000008851599,0.0000197616,0.0004773753,0.00008248022,0.00003286235,0.00005994106,0.0001768936,0.000002875198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988825,0.0001435997,0.00003096421,0.0001430839,0.000008808412,0.000006134735,0.00001676446,0.000001438713,0.0007667363],"genre_scores_gemma":[0.9993153,0.00009431262,0.00003124504,0.00003010793,0.00001190529,0.000004666047,0.00002692551,0.000001304737,0.0004843071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005511255,"threshold_uncertainty_score":0.01843697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01981300111500236,"score_gpt":0.3589296239753444,"score_spread":0.3391166228603421,"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."}}