{"id":"W2091200209","doi":"10.1007/s11761-014-0164-8","title":"Personal mobile services","year":2014,"lang":"en","type":"article","venue":"Service Oriented Computing and Applications","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Computer science; Mobile device; World Wide Web; Exploit; Service discovery; Mobile computing; Mobile Web; Web service; Service provider; Service (business); Internet privacy; Mobile technology; Computer security; Telecommunications","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":[0.0004004893,0.00064658,0.0003835317,0.001351252,0.00115129,0.003107933,0.0009238489,0.001497699,0.1125141],"category_scores_gemma":[0.001614114,0.000241442,0.0004318221,0.002265241,0.0003534743,0.00257694,0.002393326,0.0008078438,0.09079713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006938765,"about_ca_system_score_gemma":0.0006571765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00200198,"about_ca_topic_score_gemma":0.001842359,"domain_scores_codex":[0.9993093,0.00009263417,0.00004135427,0.0001303243,0.0002660307,0.0001603735],"domain_scores_gemma":[0.9992104,0.00009441476,0.00006402805,0.0003150904,0.0002061072,0.000109985],"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":[0.0003007984,0.0001776987,0.002896207,0.0005598607,0.00004506465,0.000850546,0.0008825776,0.0008495181,0.01519118,0.1272026,0.2588875,0.5921565],"study_design_scores_gemma":[0.0000211731,0.00006011579,0.001855189,0.0001101087,0.00002833734,0.0009388715,0.0002692287,0.001874215,0.004021574,0.01257486,0.9782245,0.00002170005],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0219499,0.003180147,0.04810577,0.003707156,0.001067225,0.0005252112,0.007929889,0.005368278,0.9081664],"genre_scores_gemma":[0.2575757,0.004437512,0.02055574,0.002952954,0.0009748351,0.0003303251,0.009625656,0.0005507995,0.7029965],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1125141,"threshold_uncertainty_score":0.3763971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01050683008716666,"score_gpt":0.2848701739522713,"score_spread":0.2743633438651046,"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."}}