{"id":"W2162532594","doi":"10.1109/ccece.2005.1557244","title":"Prediction-based advanced resource reservation in mobile environments","year":2006,"lang":"en","type":"article","venue":"","topic":"IPv6, Mobility, Handover, Networks, Security","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Reservation; Computer science; Robustness (evolution); Quality of service; Computer network; Protocol (science); Mobile computing; Wireless; Resource Reservation Protocol; Distributed computing; Wireless Application Protocol; Wireless network; World Wide Web; Telecommunications; Internet protocol suite; The Internet","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":[0.0001984703,0.000137902,0.0001300214,0.00007791945,0.00003529288,0.00001613825,0.0001078098,0.0001086154,0.0001516103],"category_scores_gemma":[0.00001057216,0.0001526529,0.00003596062,0.0002108996,0.00002746764,0.0001731347,0.0000205285,0.0001728042,0.00003104562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002587834,"about_ca_system_score_gemma":0.000006580581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008520169,"about_ca_topic_score_gemma":0.0003875128,"domain_scores_codex":[0.9989675,0.0000362916,0.0002977698,0.0002209043,0.0002112048,0.0002662911],"domain_scores_gemma":[0.9995425,0.00006952988,0.00002446352,0.0003202951,0.000006888904,0.00003633759],"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":[0.00002454503,0.00008541421,0.03152693,0.00002411579,0.000003430856,0.000001934525,0.00003391795,0.963267,0.00181819,0.00004751017,0.001700813,0.00146625],"study_design_scores_gemma":[0.001914935,0.00007144206,0.1566256,0.00003787106,0.000009391223,5.73144e-7,0.00005493138,0.7085522,0.007789121,0.000516067,0.1241337,0.0002941882],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760049,0.0004457531,0.01058824,0.00002555081,0.0002342113,0.0005727194,0.0000178873,0.0003797379,0.01173099],"genre_scores_gemma":[0.9981403,0.0000146782,0.0007135747,0.00004726907,0.0001143515,0.0001718327,0.0001141259,0.00003051073,0.0006533173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2547148,"threshold_uncertainty_score":0.6225005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005319827493959294,"score_gpt":0.1805409736708438,"score_spread":0.1752211461768845,"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."}}