{"id":"W2619621403","doi":"10.1080/02619768.2017.1315399","title":"Teacher education around the world: What can we learn from international practice?","year":2017,"lang":"en","type":"article","venue":"European Journal of Teacher Education","topic":"Teacher Education and Assessments","field":"Social Sciences","cited_by":1384,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Teacher education; Context (archaeology); Professional development; Faculty development; Political science; Face (sociological concept); Pedagogy; Best practice; Public relations; Sociology; Economic growth; Geography; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01309504,0.0007541091,0.001301176,0.002601465,0.007807248,0.01689381,0.001275293,0.00462914,0.005869599],"category_scores_gemma":[0.02284931,0.0003911164,0.0006915906,0.0046935,0.01619277,0.02677396,0.009270776,0.008951633,0.0009962237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004691694,"about_ca_system_score_gemma":0.01422542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01493445,"about_ca_topic_score_gemma":0.03003703,"domain_scores_codex":[0.9919596,0.004659063,0.0004789235,0.0006622482,0.0008778034,0.001362397],"domain_scores_gemma":[0.9782552,0.01174691,0.001456423,0.001356681,0.002621805,0.004562919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009624808,0.0002688574,0.02514718,0.005323877,0.0001328735,0.001293441,0.2798389,0.0002928924,0.000296485,0.1061639,0.08008324,0.501062],"study_design_scores_gemma":[0.00001577806,0.0001407613,0.0173585,0.01557219,0.00006245465,0.0009549053,0.4933682,0.00008183425,0.0002023319,0.03865359,0.4335185,0.00007093601],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03003566,0.268452,0.001673455,0.6236221,0.007452949,0.00004070256,0.0001229915,0.00006423896,0.06853597],"genre_scores_gemma":[0.4958043,0.4389858,0.003368735,0.05053464,0.004024674,0.0001605266,0.0002184849,0.00007817841,0.006824607],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01689381,"threshold_uncertainty_score":0.06925398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05190308581323943,"score_gpt":0.4140068830316847,"score_spread":0.3621037972184453,"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."}}