{"id":"W1748875951","doi":"","title":"A multi-panel QoS control communications framework in heterogeneous networks","year":2008,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"IPv6, Mobility, Handover, Networks, Security","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Quality of service; Handover; Mobile QoS; Computer network; Computer science; Provisioning; Service (business); Distributed computing; Service provider","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":[0.001987155,0.0006513508,0.0003583413,0.0005516588,0.001148196,0.002155484,0.001648616,0.001453182,0.001453697],"category_scores_gemma":[0.001199217,0.0003332311,0.0007010919,0.0005178573,0.001428638,0.002396147,0.001540649,0.001636512,0.0003741985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001187564,"about_ca_system_score_gemma":0.001479592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00522747,"about_ca_topic_score_gemma":0.003301332,"domain_scores_codex":[0.999006,0.0003117961,0.00004885533,0.0001595466,0.0003408104,0.0001330306],"domain_scores_gemma":[0.9995072,0.0001292705,0.00005930258,0.00009129788,0.0001410987,0.00007188024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000869319,0.00009121956,0.0009101593,0.0001054811,0.00003799103,0.0006263605,0.0006101282,0.2692095,0.01899734,0.6289816,0.003852955,0.07649031],"study_design_scores_gemma":[0.00001858521,0.0000809698,0.0001950629,0.00003458473,0.00002587461,0.0001529595,0.0001066364,0.9241948,0.003833684,0.05195138,0.01937139,0.00003404204],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00411145,0.000238586,0.9906461,0.0002239791,0.00004524314,0.00006719725,0.00001550372,0.0002878292,0.004364162],"genre_scores_gemma":[0.4526635,0.0007684431,0.5381331,0.0002683569,0.0002010537,0.000357433,0.0001296465,0.0001142572,0.007364188],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00522747,"threshold_uncertainty_score":0.01050925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03285495158093783,"score_gpt":0.2751121241477149,"score_spread":0.2422571725667771,"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."}}