{"id":"W4400525591","doi":"10.53967/cje-rce.6275","title":"Digital Literacies Learning Needs in Rural Ontario Elementary Schools: Teacher Insights","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Digital literacy in education","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Mathematics education; Pedagogy; Psychology; Sociology","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":[0.001705461,0.0002815685,0.0004414963,0.001319609,0.01508749,0.003318639,0.0008141467,0.0007888114,0.002851909],"category_scores_gemma":[0.003634682,0.0004528426,0.0001941598,0.002289764,0.004241116,0.001584091,0.003055286,0.001531066,0.0002260623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03092286,"about_ca_system_score_gemma":0.05165577,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9254203,"about_ca_topic_score_gemma":0.9785811,"domain_scores_codex":[0.9984866,0.0002973329,0.00006242865,0.000161436,0.0003872693,0.000604903],"domain_scores_gemma":[0.9970449,0.0009142201,0.0003171776,0.00007549875,0.0008688424,0.0007793844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001629634,0.00005349438,0.03776133,0.0000879414,0.000001982419,0.001265175,0.9486327,0.00006625642,0.0008321684,0.001225053,0.001671707,0.008385996],"study_design_scores_gemma":[0.000003202279,0.00002112789,0.01974624,0.0000522855,0.000004611599,0.0001546042,0.9663535,0.00007122249,0.0001216654,0.0002244402,0.01323748,0.000009580063],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820545,0.0002730612,0.0001779519,0.003923168,0.00001160765,0.00005730331,0.0001137464,0.000009198579,0.01337946],"genre_scores_gemma":[0.9919775,0.0007005233,0.0004033232,0.0003653971,0.000005280331,0.00003845516,0.00004714196,0.000008196216,0.0064542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07457972,"threshold_uncertainty_score":0.2243621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01699196764807043,"score_gpt":0.2473056012350817,"score_spread":0.2303136335870113,"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."}}