{"id":"W1586525649","doi":"","title":"Mobile Learning in Distance Education: Utility or Futility?.","year":2010,"lang":"fr","type":"article","venue":"AUSpace (Athabasca University)","topic":"Mobile Learning in Education","field":"Computer Science","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Distance education; Usability; Humanities; Psychology; Computer science; Sociology; Pedagogy; Art; Human–computer interaction","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.008356052,0.0003353738,0.0003597524,0.001246208,0.001453413,0.007272765,0.0009797259,0.00284786,0.008659863],"category_scores_gemma":[0.01558101,0.0001887231,0.0002781142,0.001945799,0.006061548,0.014948,0.003468293,0.001593,0.001727561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001822054,"about_ca_system_score_gemma":0.001906263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002332329,"about_ca_topic_score_gemma":0.005119579,"domain_scores_codex":[0.9932472,0.004794247,0.0001513053,0.000191082,0.001225502,0.0003907537],"domain_scores_gemma":[0.9889732,0.006448213,0.0009818253,0.0008593555,0.002120281,0.0006171051],"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":[0.000105818,0.00009495226,0.01535685,0.0013059,0.00003380581,0.0002876057,0.00491399,0.0004192987,0.0006172109,0.2049504,0.02430023,0.7476139],"study_design_scores_gemma":[0.00006053441,0.001205966,0.03452707,0.007582333,0.0001261419,0.002525158,0.04703449,0.003180769,0.002651221,0.1982365,0.7027168,0.0001531161],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1067624,0.1689187,0.01921045,0.4931356,0.003761261,0.0001496542,0.0001847917,0.0001888677,0.2076881],"genre_scores_gemma":[0.9070743,0.05825506,0.00508814,0.01074007,0.002620725,0.0000912476,0.0000448685,0.00003850703,0.01604705],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008659863,"threshold_uncertainty_score":0.04419154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01489041917033483,"score_gpt":0.2520333446338171,"score_spread":0.2371429254634823,"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."}}