{"id":"W2130189666","doi":"10.1111/j.1741-4369.2012.00665.x","title":"Assumptions and practices in using digital technologies to teach writing in middle‐level classrooms across<scp>C</scp>anada","year":2012,"lang":"en","type":"article","venue":"Literacy","topic":"Writing and Handwriting Education","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Spelling; Spell; Mathematics education; Digital native; Psychology; Computer science; Pedagogy; Sociology; Linguistics; World Wide Web","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":[0.01484276,0.0002009239,0.0002280835,0.002655623,0.005938701,0.008755757,0.001449234,0.001070793,0.001489749],"category_scores_gemma":[0.02773243,0.0006540919,0.0002834936,0.001495482,0.007958188,0.003932711,0.003863118,0.002247625,0.0002941595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006651281,"about_ca_system_score_gemma":0.006826428,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0256633,"about_ca_topic_score_gemma":0.03021182,"domain_scores_codex":[0.9882573,0.006634314,0.000777947,0.001017658,0.002143572,0.001169258],"domain_scores_gemma":[0.9675838,0.02186862,0.003466488,0.001544154,0.00288195,0.002655069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00007604781,0.0003871723,0.08655702,0.0001061282,0.00001623409,0.0006480693,0.875771,0.0001716338,0.002590248,0.005113417,0.0002977838,0.0282652],"study_design_scores_gemma":[0.00002378559,0.0001723192,0.06055711,0.0003833852,0.00001960625,0.0003807568,0.9225572,0.0006208443,0.001219899,0.002007168,0.01201686,0.00004107729],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932321,0.0001724887,0.0005449136,0.001285859,0.000007426364,0.00001740982,0.000006316116,0.000005083061,0.004728234],"genre_scores_gemma":[0.9985876,0.0001834633,0.0004556245,0.00009708602,0.000001984737,0.00002288043,0.000005817744,0.00000214881,0.0006433778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9743367,"threshold_uncertainty_score":0.07849699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1068292673297167,"score_gpt":0.4170543752170576,"score_spread":0.3102251078873409,"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."}}