{"id":"W1869737030","doi":"","title":"Quality of Service Considerations in Mobile Learning Environments","year":2006,"lang":"en","type":"article","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Mobile Learning in Education","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Quality (philosophy); Computer science; Epistemology","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":[0.002259818,0.0004779197,0.0005390099,0.001099613,0.001275932,0.004995561,0.001331924,0.002231448,0.007360158],"category_scores_gemma":[0.009382745,0.0003199565,0.0004236063,0.001487991,0.0009575078,0.003162515,0.001242906,0.00101157,0.0008953439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003649623,"about_ca_system_score_gemma":0.001410571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01288179,"about_ca_topic_score_gemma":0.01218194,"domain_scores_codex":[0.9970478,0.0008352852,0.00008930627,0.0001661126,0.001250358,0.0006111859],"domain_scores_gemma":[0.9937889,0.002739204,0.0003695596,0.0001998031,0.002471253,0.0004313268],"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":[0.0009249867,0.0002260972,0.01292654,0.0006457473,0.00008511728,0.001327837,0.001237086,0.1227679,0.01701622,0.5701245,0.01790944,0.2548086],"study_design_scores_gemma":[0.00008418047,0.001201052,0.02282403,0.0007289483,0.0002516695,0.002682062,0.004380941,0.6278451,0.01144511,0.2061467,0.1222344,0.0001756697],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3788619,0.02862978,0.3971476,0.01706599,0.00122279,0.0002209071,0.0004605975,0.0004436557,0.1759468],"genre_scores_gemma":[0.9805183,0.001846686,0.008911137,0.0002453191,0.0002919912,0.00002917836,0.00006438838,0.00007813214,0.008014817],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01288179,"threshold_uncertainty_score":0.02647996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0127423066818279,"score_gpt":0.254623916855118,"score_spread":0.2418816101732901,"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."}}