{"id":"W2150184189","doi":"10.1017/s0261444809990073","title":"Research in the Modern Language Centre at the Ontario Institute for Studies in Education of the University of Toronto (OISE/UT)","year":2009,"lang":"en","type":"article","venue":"Language Teaching","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Université de Genève; Universiteit van Amsterdam","keywords":"Pedagogy; Multilingualism; Literacy; Curriculum; Sociology; Applied linguistics; Foreign language; Language education; Diversity (politics); Language industry; Language policy; Political science; Linguistics; Comprehension approach","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001676616,0.00006991965,0.0001195543,0.00003435596,0.000524815,0.00002239337,0.0003316008,0.00002435043,0.00007142321],"category_scores_gemma":[0.0001178017,0.00003871538,0.00005767361,0.00002475183,0.0001531435,0.0001403392,0.00006590429,0.0004538038,0.000001119123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003279215,"about_ca_system_score_gemma":0.0000688268,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3266645,"about_ca_topic_score_gemma":0.9002945,"domain_scores_codex":[0.9989491,0.0004680006,0.0001256755,0.000115543,0.0001806152,0.0001611234],"domain_scores_gemma":[0.9993818,0.0002364637,0.00007284757,0.0002694044,0.00002976612,0.000009700428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002270973,0.0000859535,0.001061373,0.0000306143,0.00001013097,0.000002548403,0.9620979,0.0001133481,0.0001724719,0.01327433,0.0006377325,0.02249086],"study_design_scores_gemma":[0.0002967836,0.00004039416,0.007108418,0.0002975166,0.00001617076,0.00000146958,0.9631668,0.0001365603,0.00003315897,0.0005558503,0.02827529,0.0000715682],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9616058,0.003146921,0.000004630247,0.0008505011,0.0001140181,0.00026116,0.00000541438,0.000009579156,0.03400195],"genre_scores_gemma":[0.9853505,0.00001286726,0.00006747913,0.0001166218,0.0001107426,0.00000158299,0.000008577958,0.000004708102,0.01432696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.57363,"threshold_uncertainty_score":0.6778193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07352384858108527,"score_gpt":0.34827913788579,"score_spread":0.2747552893047047,"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."}}