{"id":"W2003851243","doi":"10.3138/cmlr.58.3.402","title":"Teacher Use of Learners' Native Language in the Foreign Language Classroom","year":2002,"lang":"en","type":"article","venue":"Canadian Modern Language Review/ La Revue canadienne des langues vivantes","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":132,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vocabulary; Grammar; Foreign language; Sentence; Linguistics; Psychology; Exploratory research; First language; Computer science; Context (archaeology); English as a foreign language; Mathematics education; Natural language processing; Sociology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000899466,0.0003665358,0.0006036891,0.0003766798,0.0002697365,0.0001630078,0.0005810751,0.0001110403,0.002037725],"category_scores_gemma":[0.001376116,0.0002831501,0.0002275635,0.0002167601,0.000360053,0.0003097693,0.00003521026,0.0007316509,0.0000558387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002898689,"about_ca_system_score_gemma":0.00005873891,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3533095,"about_ca_topic_score_gemma":0.819531,"domain_scores_codex":[0.9974178,0.0006820576,0.0004907992,0.0004154854,0.0001577797,0.000836064],"domain_scores_gemma":[0.9981641,0.0005452355,0.0002147925,0.0006642169,0.00008588811,0.0003257697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000005780056,0.00006561804,0.001436376,0.00132134,0.00008879303,0.001579653,0.9292045,0.00002512474,0.0004676137,0.009731953,0.006618569,0.04945471],"study_design_scores_gemma":[0.0009142885,0.0002435693,0.002842861,0.009089204,0.0003516682,0.0004434067,0.5533783,0.005243048,0.00005188538,0.0004240762,0.4254356,0.001582131],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8579339,0.08725975,0.00001757435,0.0007893682,0.00009339159,0.0005653573,0.0003253849,0.00008027831,0.05293499],"genre_scores_gemma":[0.9826012,0.001631742,0.0001384999,0.001718122,0.0003734432,0.00005116057,0.000149647,0.00007849103,0.0132577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4662214,"threshold_uncertainty_score":0.9999621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04118951167741934,"score_gpt":0.2367667839974899,"score_spread":0.1955772723200706,"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."}}