{"id":"W2012400581","doi":"10.1109/wmte.2006.34","title":"Practical Issues in Mobile Education","year":2006,"lang":"en","type":"article","venue":"AUSpace (Athabasca University)","topic":"Mobile Learning in Education","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Computer science; Mobile device; Mobile technology; Relevance (law); Knowledge management; Usability; Multimedia; Human–computer interaction; 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":[0.0001448567,0.0001028162,0.0001009432,0.0003964865,0.00007895569,0.00008725773,0.0004774411,0.0000749578,0.00006868185],"category_scores_gemma":[0.00004970406,0.0001248396,0.00003729488,0.0008188333,0.00003852863,0.001183704,0.0001508579,0.0001810399,0.0001797288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002747005,"about_ca_system_score_gemma":0.000398858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002270561,"about_ca_topic_score_gemma":0.0007349716,"domain_scores_codex":[0.9990265,0.0001299733,0.00009291121,0.0003526853,0.0001803989,0.0002175019],"domain_scores_gemma":[0.9992462,0.0001103566,0.00008423739,0.0004199217,0.00008234815,0.00005698424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001700379,0.001790491,0.07446993,0.00003449335,0.00001310808,0.00010406,0.003073642,0.001147247,0.0005516792,0.7202422,0.1689116,0.02964451],"study_design_scores_gemma":[0.0002687538,0.00008890805,0.04876767,0.00003442458,0.000007023125,0.00001968636,0.001346531,0.001750514,0.0007319375,0.001982453,0.9447428,0.0002592968],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6543204,0.0003802787,0.1571474,0.03068916,0.001846834,0.0009614585,0.00000176001,0.0006997507,0.153953],"genre_scores_gemma":[0.8392204,0.00004154901,0.09378622,0.0001138431,0.0001825671,0.00000809561,0.00001140751,0.00001241275,0.06662349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7758312,"threshold_uncertainty_score":0.5090811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009370658524146364,"score_gpt":0.2635413947928237,"score_spread":0.2541707362686774,"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."}}