{"id":"W3165615908","doi":"10.5430/jct.v10n2p1","title":"History Teacher Candidates’ Evaluation of Their Undergraduate Programs","year":2021,"lang":"en","type":"article","venue":"Journal of Curriculum and Teaching","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Medical education; Selection (genetic algorithm); Psychology; Academic year; Graduate students; Pedagogy; Computer science; 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":[0.003516458,0.00006974694,0.0002007417,0.00007183654,0.0002005619,0.00002447575,0.00009436629,0.00006007129,0.00007292818],"category_scores_gemma":[0.0006025051,0.00005575527,0.00009535062,0.00005778139,0.0001237615,0.0001611108,0.0000132279,0.0003482552,7.242587e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000436406,"about_ca_system_score_gemma":0.0009845212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009285591,"about_ca_topic_score_gemma":0.0004398942,"domain_scores_codex":[0.9981863,0.0007483622,0.000294753,0.00009291991,0.0005288534,0.0001487586],"domain_scores_gemma":[0.9990205,0.00007033809,0.0003440111,0.0000686963,0.0003682245,0.0001282055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001809563,0.001408743,0.1717654,0.000062374,0.0002135325,0.00002402201,0.2071383,0.00001428924,0.0007365996,0.05693749,0.01517204,0.5465091],"study_design_scores_gemma":[0.001469695,0.0003088118,0.008951724,0.0004095801,0.0004995891,0.00009820451,0.1589332,0.0004801721,0.00005232639,0.01374851,0.8146828,0.0003653994],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9452898,0.007819623,0.00006309159,0.001591354,0.0009981756,0.00004966544,3.394109e-7,0.000009840231,0.04417811],"genre_scores_gemma":[0.9982349,0.0001337677,0.0003704204,0.00003043862,0.0004480369,0.000001232852,0.000001217145,0.000006063582,0.0007739201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7995107,"threshold_uncertainty_score":0.2273634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1035899380414547,"score_gpt":0.3769306728799161,"score_spread":0.2733407348384613,"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."}}