{"id":"W4249201210","doi":"10.1017/s0261444802251897","title":"Teacher education","year":2003,"lang":"en","type":"article","venue":"Language Teaching","topic":"Linguistic Education and Pedagogy","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity Western University","funders":"","keywords":"Emic and etic; Target culture; German; The Internet; Foreign language; Pedagogy; Sociology; Psychology; Language acquisition; Linguistics; Mathematics education; Computer science; World Wide Web","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001020345,0.0006148243,0.0005295188,0.001240013,0.002077835,0.005568552,0.001134756,0.002612834,0.6451676],"category_scores_gemma":[0.002957747,0.0004140543,0.0004489224,0.001670571,0.0006078742,0.003048796,0.003666373,0.002260489,0.4913615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002605566,"about_ca_system_score_gemma":0.003022504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006652516,"about_ca_topic_score_gemma":0.01471479,"domain_scores_codex":[0.9988746,0.0001754859,0.00008761773,0.0002491671,0.0004279297,0.0001850824],"domain_scores_gemma":[0.9981281,0.0001713408,0.00007039296,0.0002333749,0.0008150714,0.0005816348],"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":[0.00002551284,0.00003619361,0.0003205985,0.0001258302,0.000002521453,0.00007154065,0.0002934463,0.00002595888,0.000189819,0.007796043,0.8137882,0.1773243],"study_design_scores_gemma":[0.000003014659,0.000005917228,0.0003678039,0.00006278103,6.486941e-7,0.00004575897,0.0001591994,0.000008324908,0.00002697389,0.0005055067,0.9988124,0.00000171365],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0009022142,0.007614807,0.0007943276,0.01539222,0.005464483,0.00007815596,0.001856181,0.0007269257,0.9671707],"genre_scores_gemma":[0.004170861,0.002139532,0.000413761,0.00188567,0.000360941,0.00004245313,0.0006747809,0.0001583903,0.9901536],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6451676,"threshold_uncertainty_score":0.5061253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02883368272113304,"score_gpt":0.3175089093391049,"score_spread":0.2886752266179718,"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."}}