{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002333639,0.0001489166,0.0002425342,0.0008524741,0.001313558,0.001517761,0.0002766138,0.0004092078,0.003798954],"category_scores_gemma":[0.009062554,0.0001297007,0.0002257958,0.0005476797,0.0005099163,0.0004915501,0.0008161137,0.0005280846,0.0006809637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009430004,"about_ca_system_score_gemma":0.0009588749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00193893,"about_ca_topic_score_gemma":0.005173561,"domain_scores_codex":[0.9982326,0.0006758944,0.00008771135,0.00008899299,0.0005898998,0.0003249286],"domain_scores_gemma":[0.9945539,0.0008709559,0.00130292,0.0001042721,0.001320775,0.001847097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006512303,0.001265452,0.5903676,0.0003662151,0.00003397095,0.002847872,0.2668793,0.0002619396,0.007826421,0.00139176,0.007361933,0.1207464],"study_design_scores_gemma":[0.00001466847,0.001263581,0.6222327,0.0001212532,0.0000215996,0.0009010076,0.353211,0.0003622956,0.001823135,0.0001119826,0.01988913,0.00004759117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953378,0.00008013085,0.0001368223,0.0001981108,0.00002017901,0.00002057711,0.00001395594,0.000004784159,0.00418756],"genre_scores_gemma":[0.9961487,0.000131339,0.0001207077,0.00003293293,0.00001353873,0.00001416368,0.00003441435,0.000003349629,0.003500851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003798954,"threshold_uncertainty_score":0.01270878,"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."}}