{"id":"W2486269939","doi":"10.4018/978-1-5225-0466-5.ch009","title":"Guidelines for Design and Implementation of Mobile Learning","year":2016,"lang":"en","type":"book-chapter","venue":"Advances in educational technologies and instructional design book series","topic":"Mobile Learning in Education","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Pace; Mobile technology; Computer science; Multimedia; Quality (philosophy); Mobile device; Mobile business development; Engineering management; Knowledge management; Engineering; Mobile Web; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004604696,0.001546307,0.0006252814,0.002099895,0.001049498,0.003393608,0.003048671,0.002775564,0.07606923],"category_scores_gemma":[0.01422805,0.0009083668,0.0005295067,0.002188841,0.0009706069,0.003228193,0.002111991,0.002394954,0.05851335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001313911,"about_ca_system_score_gemma":0.003505722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002400238,"about_ca_topic_score_gemma":0.007714259,"domain_scores_codex":[0.9940673,0.001483571,0.0006074434,0.0002991107,0.003365279,0.0001773749],"domain_scores_gemma":[0.99339,0.002114653,0.0002794954,0.000523749,0.003460981,0.0002312107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004971891,0.0003218908,0.0002865367,0.002884274,0.00001072138,0.0004025505,0.002410305,0.002397197,0.005591708,0.05824222,0.2504824,0.6769205],"study_design_scores_gemma":[0.00002180525,0.00006734693,0.0001910174,0.0009647919,0.000005443297,0.0001940677,0.0002734982,0.0005621338,0.001321546,0.007712298,0.988669,0.00001700999],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002379958,0.009843146,0.4902095,0.005060063,0.002077799,0.01413712,0.003799096,0.007257069,0.4652362],"genre_scores_gemma":[0.006871757,0.009256078,0.6946,0.001905803,0.0001399327,0.01151591,0.002786215,0.001611942,0.2713124],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.07606923,"threshold_uncertainty_score":0.254477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02937834874243364,"score_gpt":0.327344099397157,"score_spread":0.2979657506547234,"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."}}