{"id":"W2791382409","doi":"10.7202/1044470ar","title":"WRITING INSTRUCTION IN CANADIAN PRESCHOOL-PRIMARY GRADES: A LITERATURE REVIEW","year":2018,"lang":"en","type":"review","venue":"McGill Journal of Education / Revue des sciences de l éducation de McGill","topic":"Writing and Handwriting Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Situated; Literacy; Creativity; Pedagogy; Emergent literacy; Psychology; Writing process; Mathematics education; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.01084929,0.0003690193,0.0009784306,0.001929697,0.002574359,0.0003681799,0.001111158,0.0004450631,0.0001162089],"category_scores_gemma":[0.005624244,0.0003714841,0.000406817,0.003621162,0.0006950064,0.001197743,0.00003445187,0.0009134699,0.00002946256],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01060126,"about_ca_system_score_gemma":0.01545256,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01799412,"about_ca_topic_score_gemma":0.05192314,"domain_scores_codex":[0.9944674,0.001866117,0.00165684,0.0005238089,0.0005707926,0.0009150512],"domain_scores_gemma":[0.9951566,0.0004670799,0.00192432,0.0003232232,0.001363807,0.0007649886],"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":[0.000004795773,0.0003116716,0.0002290542,0.03294773,0.00004571152,0.00001520024,0.008657943,0.000006921126,9.31417e-7,0.01139795,0.02426742,0.9221147],"study_design_scores_gemma":[0.00007020609,0.00006088824,0.0001148722,0.1348667,0.0001870297,0.001063266,0.00325461,0.000003022792,6.316727e-7,0.001920765,0.8581406,0.0003174373],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004532395,0.9604927,0.000004222343,0.001860074,0.003113325,0.0006087637,0.00005741046,0.00002960149,0.03338062],"genre_scores_gemma":[0.0006731689,0.9892988,0.005303972,0.001232301,0.002133891,0.00009271345,0.00005665092,0.00004031044,0.001168156],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9217972,"threshold_uncertainty_score":0.9998737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3100966248570195,"score_gpt":0.4707120057243269,"score_spread":0.1606153808673074,"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."}}