{"id":"W1662223308","doi":"10.21432/t2vc76","title":"Investigating the Benefits and Challenges of Using Laptop Computers in Higher Education Classrooms / Étude sur les avantages et les défis associés à l'utilisation d'ordinateurs portables dans les salles de classe d'enseignement supérieur","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Laptop; Class (philosophy); Entertainment; Multimedia; Psychology; Sociology; Computer science; Library science; Art; Visual arts","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.007307377,0.0003860829,0.0004992982,0.001430084,0.002127914,0.005138807,0.001064996,0.001031222,0.003516462],"category_scores_gemma":[0.03525368,0.0004505515,0.0004845165,0.001559014,0.002193375,0.003401917,0.003280357,0.001363506,0.000657944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00168211,"about_ca_system_score_gemma":0.002789386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007922336,"about_ca_topic_score_gemma":0.01289168,"domain_scores_codex":[0.9915714,0.00322237,0.0006417175,0.0007702759,0.002653714,0.001140503],"domain_scores_gemma":[0.955142,0.0218026,0.01087747,0.001746956,0.005922619,0.004508349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002360208,0.000590505,0.6561705,0.0008798692,0.00008340222,0.001366247,0.2168417,0.0001858934,0.003621812,0.0009331396,0.001058976,0.1180319],"study_design_scores_gemma":[0.00001444031,0.0004532581,0.6993001,0.0005477822,0.00005550853,0.0007477283,0.2856764,0.0002544343,0.001155192,0.0004279444,0.01129843,0.00006887157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957781,0.0006854506,0.0003235642,0.0006919017,0.00002375744,0.00002661948,0.00002577471,0.000006507775,0.00243835],"genre_scores_gemma":[0.9977226,0.0006067485,0.0004459108,0.0001751652,0.00002450734,0.00003591444,0.00002405543,0.000005529198,0.0009595982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007922336,"threshold_uncertainty_score":0.03864557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04317679003187779,"score_gpt":0.2870008822696167,"score_spread":0.2438240922377389,"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."}}