{"id":"W83496196","doi":"10.28945/1720","title":"Effective Adoption of Tablets in Post-Secondary Education: Recommendations Based on a Trial of iPads in University Classes","year":2012,"lang":"en","type":"article","venue":"Journal of Information Technology Education Innovations in Practice","topic":"Mobile Learning in Education","field":"Computer Science","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nipissing University","funders":"","keywords":"Tablet pc; Medical education; Psychology; Multimedia; Computer science; Medicine","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":[0.0123757,0.0007831626,0.00210408,0.001238493,0.001285567,0.002480749,0.002075714,0.00603424,0.008406091],"category_scores_gemma":[0.06398556,0.0004442209,0.002244234,0.001315063,0.0008584555,0.003291473,0.001495211,0.004864614,0.001444855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001708953,"about_ca_system_score_gemma":0.006280735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007384414,"about_ca_topic_score_gemma":0.01517773,"domain_scores_codex":[0.9903679,0.005529254,0.001684741,0.0005807806,0.001262718,0.0005746902],"domain_scores_gemma":[0.9599795,0.02893076,0.002604967,0.0008266433,0.003110365,0.004547861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.0554966,0.02275864,0.0152069,0.01169885,0.00115681,0.0004551315,0.002744688,0.0004311065,0.001297897,0.0008678947,0.03019185,0.8576936],"study_design_scores_gemma":[0.3533658,0.1861543,0.2069026,0.04669273,0.01555118,0.0003719478,0.02131476,0.004580851,0.007770318,0.004690868,0.1517573,0.0008473986],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6715745,0.07250576,0.003629657,0.1863026,0.008238659,0.0321003,0.004059887,0.0006803502,0.02090826],"genre_scores_gemma":[0.8391937,0.05527293,0.02870732,0.0377446,0.002969393,0.02569768,0.001740523,0.0001738407,0.008499931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0123757,"threshold_uncertainty_score":0.06544971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007480688368572287,"score_gpt":0.2984908563557761,"score_spread":0.2910101679872038,"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."}}