{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003933955,0.00008013093,0.00008438333,0.00004112241,0.001313895,0.00009631683,0.0002589448,0.00006453995,0.00002142554],"category_scores_gemma":[0.00001703695,0.00008500103,0.00002008911,0.0004332322,0.00006506976,0.0001227817,0.0001666995,0.0001105832,0.00006597413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002227902,"about_ca_system_score_gemma":0.0000297214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003056803,"about_ca_topic_score_gemma":0.001136948,"domain_scores_codex":[0.9991537,0.00008666392,0.0001207623,0.000262711,0.0001678639,0.0002083185],"domain_scores_gemma":[0.9993913,0.00008026828,0.00007054117,0.0002065974,0.000134146,0.0001171149],"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":[0.00002620981,0.0004868117,0.01051788,0.0004967756,0.00005907404,4.709734e-7,0.08662361,0.000110674,0.000885426,0.4743945,0.0008974821,0.425501],"study_design_scores_gemma":[0.0002546837,0.0000281102,0.001619724,0.00003298653,0.0000189025,0.000002023767,0.01213023,0.02059406,0.00004613832,0.007339254,0.9577447,0.0001891524],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8274264,0.0005662218,0.1304272,0.006308714,0.0003873919,0.001482686,0.00004780547,0.0009895577,0.03236395],"genre_scores_gemma":[0.9971485,0.00004004247,0.001111834,0.0008172804,0.0006773245,0.00008082837,0.00005246021,0.00000770976,0.00006402277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9568473,"threshold_uncertainty_score":0.9999862,"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."}}