{"id":"W2105824245","doi":"10.20355/c5ms3z","title":"Multiple Literacies and Success for All: An Analysis of Ontario Educators' Survey Responses","year":2009,"lang":"en","type":"article","venue":"Journal of Contemporary Issues in Education","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Ottawa","funders":"","keywords":"Literacy; Promotion (chess); Pedagogy; Sociology; Identity (music); Social constructivism; Mathematics education; Psychology; Political science; Politics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004339909,0.0002769383,0.0004073193,0.003813896,0.003324743,0.001747379,0.0006618431,0.0004207063,0.002548377],"category_scores_gemma":[0.0196293,0.0004303094,0.0002893073,0.008484577,0.001113656,0.0008664581,0.002145534,0.0005311394,0.0004803735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01677625,"about_ca_system_score_gemma":0.02283674,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8764136,"about_ca_topic_score_gemma":0.9487622,"domain_scores_codex":[0.9965305,0.0006609514,0.000415606,0.0001997331,0.001421906,0.0007714213],"domain_scores_gemma":[0.9764864,0.005510611,0.004740996,0.000592694,0.01023233,0.002436947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005691739,0.00003922278,0.8798288,0.0001294827,0.00001061974,0.0001989414,0.1027001,0.00003727213,0.0002816239,0.0001552244,0.002646715,0.01391495],"study_design_scores_gemma":[0.000003575571,0.00005139827,0.8740326,0.00005766071,0.000005322594,0.00004277451,0.1184835,0.00007651291,0.00008367656,0.00002393043,0.007124629,0.00001455623],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922072,0.0001417255,0.0001316335,0.0005330821,0.00000799479,0.0001534116,0.001718534,0.00001028823,0.005096071],"genre_scores_gemma":[0.992299,0.0006104453,0.0003755225,0.0002092513,0.00001104742,0.0004097515,0.001422465,0.00001221605,0.004650246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1235864,"threshold_uncertainty_score":0.2486283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08550299829373244,"score_gpt":0.434407245020782,"score_spread":0.3489042467270496,"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."}}