{"id":"W4252241315","doi":"10.1017/s0261444806253850","title":"Teacher education","year":2006,"lang":"en","type":"article","venue":"Language Teaching","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Teacher education; Narrative; Multiculturalism; Sociology; Competence (human resources); Pedagogy; Psychology; Art; Literature","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009334338,0.000637917,0.000515259,0.001176873,0.002060676,0.00540314,0.001077754,0.00277669,0.7301347],"category_scores_gemma":[0.002762295,0.0004042032,0.0004466929,0.001569201,0.0005721208,0.00324923,0.003863118,0.00245028,0.5849352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002178368,"about_ca_system_score_gemma":0.003104941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005328638,"about_ca_topic_score_gemma":0.01103369,"domain_scores_codex":[0.9989282,0.000152226,0.00008219529,0.0002548948,0.0004149031,0.0001675834],"domain_scores_gemma":[0.9982054,0.0001523699,0.0000725422,0.0002419794,0.0007436455,0.0005840159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002541654,0.0000339779,0.0004058905,0.0001215155,0.000002774583,0.000067544,0.0001501419,0.00002589047,0.0001804631,0.007121187,0.8203248,0.1715403],"study_design_scores_gemma":[0.000002725778,0.000005490042,0.0003805233,0.00006112439,6.332605e-7,0.00005065611,0.0001067948,0.000008951889,0.00002574737,0.0004642032,0.9988914,0.000001723138],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0005745543,0.004720787,0.0005107073,0.0095567,0.003510929,0.00006236778,0.00172011,0.0005308455,0.9788129],"genre_scores_gemma":[0.003127768,0.00187204,0.0003614928,0.001558444,0.0003543627,0.00003799098,0.0008325105,0.0001210386,0.9917344],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7301347,"threshold_uncertainty_score":0.38493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00892389622270465,"score_gpt":0.2488759637990055,"score_spread":0.2399520675763008,"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."}}