{"id":"W2070245003","doi":"10.1145/1185373.1185446","title":"A novel approach of service management in wireless mobile networks","year":2006,"lang":"en","type":"article","venue":"","topic":"Wireless Communication Networks Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Computer science; Computer network; Wireless network; Wireless; 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":[],"consensus_categories":[],"category_scores_codex":[0.0004361755,0.0001019204,0.0001598614,0.0001715691,0.00003972816,0.00006138106,0.002096771,0.00005869263,0.000008337068],"category_scores_gemma":[8.531732e-7,0.00009613083,0.00003257563,0.001680453,0.00003449516,0.0002215419,0.001115709,0.000174534,0.000007385478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004709181,"about_ca_system_score_gemma":0.00002049398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008958226,"about_ca_topic_score_gemma":0.0003064914,"domain_scores_codex":[0.9986782,0.00007434327,0.0003212645,0.0002883579,0.0003285707,0.0003092481],"domain_scores_gemma":[0.9985281,0.00008445372,0.00007079944,0.001181768,0.00009621053,0.00003863339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000006667435,0.0007509349,0.0006450184,0.00005551202,0.00001460846,0.000002528393,0.00008373304,0.6143473,0.0002464332,0.3275179,0.0006180701,0.05571126],"study_design_scores_gemma":[0.0004025604,0.00001117937,0.005528212,0.00001572708,0.000001039046,0.000002526896,0.00004434028,0.9929593,0.0001092182,0.0001883382,0.0006350167,0.0001026057],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.009328514,0.00007738606,0.9060655,0.0002606838,0.00002730594,0.0003891133,3.135284e-7,0.00007552309,0.08377569],"genre_scores_gemma":[0.8753861,0.00006357778,0.1238869,0.0001132732,0.00001951078,0.0001619193,0.000007119726,0.000008414031,0.0003531806],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8660576,"threshold_uncertainty_score":0.3920102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0201940392943747,"score_gpt":0.2600255324261799,"score_spread":0.2398314931318052,"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."}}