{"id":"W4392343223","doi":"10.18806/tesl.v40i1/1381","title":"Second Language Writing in Canada","year":2024,"lang":"en","type":"article","venue":"TESL Canada Journal","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; York University; Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Linguistics; Comprehension approach; Language education; Language assessment; Language transfer; Psychology; Sociology; Philosophy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002859278,0.0005497975,0.0008189885,0.003985574,0.01875669,0.009772919,0.001474312,0.001655592,0.02885567],"category_scores_gemma":[0.0154911,0.0003676996,0.0003311927,0.005746649,0.002930424,0.002185092,0.003380985,0.003177714,0.002734855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09214664,"about_ca_system_score_gemma":0.2541805,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9828016,"about_ca_topic_score_gemma":0.9882978,"domain_scores_codex":[0.9958189,0.0006618194,0.0001869867,0.0005038314,0.001465979,0.001362487],"domain_scores_gemma":[0.9834391,0.002607686,0.0004611737,0.0004251391,0.008374452,0.004692363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002383673,0.000325355,0.03252461,0.0004921697,0.00004659945,0.001454112,0.1081076,0.000536397,0.0008479089,0.1002773,0.34682,0.4083296],"study_design_scores_gemma":[0.00004475243,0.00006903124,0.05154544,0.0005618247,0.00002724993,0.0004052405,0.06649414,0.0004346899,0.0008848261,0.00395103,0.8755111,0.00007056686],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2811821,0.02285658,0.001470058,0.08446387,0.004513325,0.0002172489,0.003104508,0.0005335115,0.6016588],"genre_scores_gemma":[0.6534871,0.007323158,0.0017879,0.004703898,0.000292933,0.00009237747,0.001090266,0.0002304284,0.330992],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09214664,"threshold_uncertainty_score":0.6685739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01141025607675886,"score_gpt":0.2951392022558902,"score_spread":0.2837289461791314,"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."}}