{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008947935,0.0001023917,0.0001467586,0.0002318815,0.0009818207,0.0002648125,0.0002605586,0.00005708934,0.0001373539],"category_scores_gemma":[0.0008437606,0.00007194367,0.0000341851,0.0001745714,0.00007062247,0.0009386361,0.00003911085,0.0002030805,0.000009955699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003684913,"about_ca_system_score_gemma":0.001511931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002956024,"about_ca_topic_score_gemma":0.0003364054,"domain_scores_codex":[0.9988888,0.0001382032,0.00029819,0.0001571283,0.0003549166,0.0001627671],"domain_scores_gemma":[0.9982358,0.00009706461,0.0006054747,0.0001449963,0.0007281034,0.0001885608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001638408,0.0009760748,0.9046597,0.000008682909,0.0000403229,2.085658e-7,0.01430135,4.99891e-7,0.0001057519,0.03098889,0.01729916,0.03160295],"study_design_scores_gemma":[0.000263126,0.0000213172,0.8102421,0.0001767946,0.0000227505,5.374e-7,0.001470437,1.042994e-7,0.00003971535,0.003156932,0.1845143,0.00009183244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9418607,0.0002267289,0.00004377379,0.04064783,0.006331803,0.0005719382,8.940174e-7,0.00002691227,0.01028947],"genre_scores_gemma":[0.9602817,0.00006016624,0.00251856,0.000315229,0.001656961,0.00002399317,0.000004402229,0.000008554616,0.03513039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1672152,"threshold_uncertainty_score":0.755147,"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."}}