{"id":"W2942374850","doi":"","title":"Online Student Use of Mobile Devices for Learning","year":2018,"lang":"en","type":"article","venue":"","topic":"Mobile Learning in Education","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Mobile device; Computer science; Multimedia; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018473,0.00005703538,0.00008650269,0.00005662556,0.00006690842,0.00006864185,0.0003860116,0.00002592996,0.00004996343],"category_scores_gemma":[0.0001033937,0.0000493504,0.00003021864,0.0001563601,0.00003498905,0.0003019691,0.0001160581,0.0000535094,0.00002336757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001768218,"about_ca_system_score_gemma":0.00004078702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003687524,"about_ca_topic_score_gemma":0.00005012074,"domain_scores_codex":[0.9993358,0.00003922078,0.0001660823,0.0001960627,0.0001385173,0.0001243492],"domain_scores_gemma":[0.9991311,0.0002302354,0.0001087331,0.0002725572,0.0002258085,0.00003156611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001994519,0.002250679,0.3071941,0.0001402509,0.0001049755,7.748303e-7,0.01875415,0.01458276,0.008709191,0.03457293,0.008620271,0.60505],"study_design_scores_gemma":[0.0004841827,0.002235633,0.2379334,0.0000639026,0.00001703115,0.000004540213,0.001293925,0.280128,0.008700503,0.000432919,0.4683723,0.0003337],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5885803,0.00001563451,0.4102668,0.0001261263,0.0003183813,0.0002200209,4.779433e-7,0.0000924411,0.0003799002],"genre_scores_gemma":[0.7855267,0.000002311287,0.2120077,0.000131437,0.0001270217,0.0000387439,0.000003263858,0.000005255707,0.002157566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6047163,"threshold_uncertainty_score":0.2012451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03803889330427949,"score_gpt":0.3486374149281978,"score_spread":0.3105985216239183,"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."}}