{"id":"W2073822663","doi":"10.1145/1577222.1577266","title":"LCSCW2","year":2007,"lang":"en","type":"article","venue":"","topic":"IPv6, Mobility, Handover, Networks, Security","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Computer network; WiMAX; Queueing theory; Wireless; Software deployment; Architecture; IP Multimedia Subsystem; Wireless network; Session (web analytics); Next-generation network; Communications satellite; Telecommunications; Satellite; The Internet; Engineering; Quality of service","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003184003,0.000104458,0.0001041545,0.00003750311,0.00002537192,0.0000171987,0.0001079931,0.00008548739,0.0005813791],"category_scores_gemma":[0.00001075473,0.0001017978,0.00004454875,0.0001364079,0.00002093175,0.00008416786,0.00002696298,0.000148553,0.0002691271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006232766,"about_ca_system_score_gemma":0.000003797538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002307199,"about_ca_topic_score_gemma":0.000287491,"domain_scores_codex":[0.9992716,0.000005969492,0.0001606263,0.0001179451,0.0001183223,0.000325558],"domain_scores_gemma":[0.9995914,0.00005584607,0.000007725004,0.0002432063,0.00001890051,0.00008288409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002551142,0.0007870069,0.06976467,0.0009787619,0.0005877669,0.0003886558,0.004890373,0.06780045,0.01929211,0.1095133,0.3013031,0.4244386],"study_design_scores_gemma":[0.002872855,0.0001479418,0.1020065,0.00005794604,0.00008014116,0.0000625864,0.0004408467,0.1509163,0.07415277,0.01072741,0.656455,0.002079832],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4696029,0.000773333,0.0919542,0.00003622967,0.001934526,0.0002173886,0.000002460683,0.001477832,0.4340011],"genre_scores_gemma":[0.9974408,0.00001760546,0.001187415,0.0001096869,0.0003189834,0.000002786033,0.000002857983,0.0000227678,0.0008970966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5278379,"threshold_uncertainty_score":0.6365693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004571080193207156,"score_gpt":0.1959016759268161,"score_spread":0.191330595733609,"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."}}