{"id":"W2807767361","doi":"10.15760/nwjte.2013.11.1.2","title":"Making the Grade: Examining Teacher Education","year":2013,"lang":"en","type":"article","venue":"Northwest Journal of Teacher Education","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Coursework; Government (linguistics); Teacher education; Legislation; Professional development; Psychology; Microteaching; Pedagogy; Quality (philosophy); Mathematics education; Medical education; Political science; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005434657,0.0003097884,0.0003395958,0.003332677,0.004196535,0.008448283,0.00172848,0.0008649902,0.003790374],"category_scores_gemma":[0.02817245,0.0002948967,0.0002898639,0.004312724,0.007112341,0.006373413,0.00472644,0.002691554,0.0004554297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01229319,"about_ca_system_score_gemma":0.007248232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1374501,"about_ca_topic_score_gemma":0.1898012,"domain_scores_codex":[0.9947429,0.002008753,0.0002781868,0.0005146426,0.001622197,0.0008333598],"domain_scores_gemma":[0.9886386,0.004728251,0.002805313,0.0004889005,0.002403492,0.0009352906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005111671,0.0002453994,0.1930603,0.0003638542,0.00003001468,0.000401657,0.7201166,0.00009047819,0.0002245595,0.02266046,0.00438284,0.05837277],"study_design_scores_gemma":[0.000009071264,0.00009308598,0.2030415,0.000638402,0.00002476449,0.0001155761,0.7532276,0.00008257963,0.0002048676,0.002599828,0.03994556,0.00001729734],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8930357,0.003368173,0.001301184,0.004603421,0.0001719724,0.0001998547,0.0003096267,0.00002625727,0.09698386],"genre_scores_gemma":[0.9919946,0.001296188,0.0005465731,0.0005254576,0.00003061559,0.00007302478,0.0001113085,0.00001736642,0.00540487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1374501,"threshold_uncertainty_score":0.2733002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1614226944093441,"score_gpt":0.4142378636705379,"score_spread":0.2528151692611939,"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."}}