{"id":"W4205327297","doi":"10.33969/j-nana.2021.010301","title":"A Cooperative Two-Step Vertical Handoff Scheme with Mobility Prediction","year":2021,"lang":"en","type":"article","venue":"Journal of Networking and Network Applications","topic":"IPv6, Mobility, Handover, Networks, Security","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Handover; Roaming; Computer science; Computer network; Vertical handover; Hotspot (geology); Wireless network; WiMAX; Wireless; Provisioning; Cellular network; Telecommunications; Heterogeneous network","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":[0.0005294974,0.0006800123,0.0005415585,0.000494095,0.0007544563,0.0004276151,0.001749101,0.0007273247,0.0007242913],"category_scores_gemma":[0.0008030912,0.0002763391,0.0004985658,0.0005517519,0.0004221872,0.000979738,0.001311183,0.0007268795,0.0002828009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000375882,"about_ca_system_score_gemma":0.0007361963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004055077,"about_ca_topic_score_gemma":0.004772057,"domain_scores_codex":[0.9994387,0.00008590592,0.00003189101,0.0001364237,0.0001673513,0.0001395853],"domain_scores_gemma":[0.9994843,0.0001150577,0.00007005093,0.0001340672,0.0001351098,0.00006139259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001075616,0.0006550466,0.005485418,0.0001997452,0.0002117619,0.00113672,0.0008231796,0.2364287,0.1977693,0.01961997,0.004755042,0.5318394],"study_design_scores_gemma":[0.0000529998,0.0004337601,0.001008535,0.000009109562,0.00005125403,0.0004577685,0.00005925832,0.9848985,0.009482475,0.001705986,0.001796756,0.00004355896],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1439717,0.0005883112,0.8509104,0.0002542404,0.0001662624,0.0001636978,0.00009346596,0.0009803135,0.002871748],"genre_scores_gemma":[0.9495673,0.0001523009,0.04734683,0.00007911798,0.00004369598,0.00007020711,0.00008148549,0.00001003772,0.002649148],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004055077,"threshold_uncertainty_score":0.008062959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007937963266341429,"score_gpt":0.2210706249446296,"score_spread":0.2131326616782881,"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."}}