{"id":"W4403905913","doi":"10.1017/cnj.2024.22","title":"Why aren't we teaching writing?: The advantages of early explicit writing instruction in linguistics","year":2024,"lang":"en","type":"article","venue":"The Canadian Journal of Linguistics / La revue canadienne de linguistique","topic":"Writing and Handwriting Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Manitoba","funders":"","keywords":"Linguistics; Applied linguistics; Computer science; Mathematics education; Psychology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0109252,0.0001769416,0.0003027118,0.0004944347,0.003038731,0.00547467,0.001145556,0.00224292,0.01100371],"category_scores_gemma":[0.03797893,0.0002003983,0.0002252339,0.0005560517,0.003590655,0.004779312,0.003012267,0.003690012,0.002053569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002274072,"about_ca_system_score_gemma":0.009159863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008059487,"about_ca_topic_score_gemma":0.02472938,"domain_scores_codex":[0.9930059,0.003164453,0.0002394044,0.000512182,0.002130204,0.0009479154],"domain_scores_gemma":[0.9585738,0.02088751,0.00311713,0.001836271,0.005788025,0.009797281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005511152,0.002261369,0.03671068,0.001117464,0.00004115333,0.001050065,0.04907666,0.0001884389,0.005907564,0.03313398,0.05624579,0.8137157],"study_design_scores_gemma":[0.0005286654,0.002090235,0.2620709,0.005342815,0.0002709901,0.005151306,0.1051264,0.001516852,0.01782063,0.09342834,0.5063556,0.0002971816],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4808869,0.01848624,0.00981708,0.4054408,0.003095567,0.00009577193,0.0000736054,0.0004856462,0.0816185],"genre_scores_gemma":[0.9660284,0.002760387,0.0051818,0.01289244,0.0004713848,0.00004745523,0.00002404699,0.00009655713,0.01249759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01100371,"threshold_uncertainty_score":0.05777872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01832260514101949,"score_gpt":0.3057316678870215,"score_spread":0.287409062746002,"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."}}