{"id":"W4240977551","doi":"10.1017/s0261444802251812","title":"Teacher education","year":2002,"lang":"en","type":"article","venue":"Language Teaching","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Windsor; Second language; Psychology; Mathematics education; Linguistics; Philosophy; Geology","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":[0.0008212313,0.00080412,0.0003919882,0.001299747,0.00176653,0.003402606,0.001075849,0.002320293,0.8106549],"category_scores_gemma":[0.001536325,0.0006260345,0.0003583449,0.001390249,0.0004679396,0.002445033,0.002134317,0.001959258,0.6721179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001191348,"about_ca_system_score_gemma":0.001512676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01115411,"about_ca_topic_score_gemma":0.0411322,"domain_scores_codex":[0.9995128,0.00006473358,0.00003533616,0.000134327,0.0001570608,0.00009568574],"domain_scores_gemma":[0.9987589,0.0001477179,0.00005606334,0.0001526706,0.0004461351,0.0004384805],"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":[0.00007634685,0.0001006745,0.0005195654,0.0001566926,0.000005205129,0.0001275449,0.0001965207,0.00005903375,0.0009353043,0.003710929,0.7042155,0.2898968],"study_design_scores_gemma":[0.00001003533,0.00002570847,0.001482082,0.0001708574,0.000002300495,0.0001170905,0.0001874634,0.00003773917,0.0001313834,0.0003099687,0.9975211,0.000004349125],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001756985,0.006106501,0.0008120436,0.004096756,0.002073281,0.00009305641,0.001931351,0.0008784652,0.9822515],"genre_scores_gemma":[0.001821808,0.001194557,0.0001864684,0.0004488816,0.00009139774,0.00002509431,0.0003938007,0.0001000095,0.995738],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8106549,"threshold_uncertainty_score":0.2700778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01926965378175994,"score_gpt":0.2416020983685896,"score_spread":0.2223324445868297,"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."}}