{"id":"W2120832339","doi":"10.1109/pacrim.1995.519401","title":"Integrated traffic protocol for personal communication networks","year":2002,"lang":"en","type":"article","venue":"","topic":"Wireless Communication Networks Research","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Reservation; Computer science; Quality of service; Computer network; Protocol (science); Service (business); Integrated services; 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":[0.0004834213,0.0001216701,0.0001251262,0.00008771168,0.0003136395,0.0002851658,0.002183732,0.00008841819,0.0002983049],"category_scores_gemma":[0.00004433205,0.0001026633,0.00007346419,0.0005956549,0.00008528869,0.000420551,0.0003587163,0.0003017229,0.00005636587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006967303,"about_ca_system_score_gemma":0.00002987056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008073998,"about_ca_topic_score_gemma":0.0000303161,"domain_scores_codex":[0.9986944,0.0002368576,0.0002541875,0.0002534915,0.0002334064,0.0003277196],"domain_scores_gemma":[0.9980801,0.0004267966,0.00007537818,0.001057557,0.0002616615,0.00009845621],"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":[0.00002578602,0.000404489,0.0000480296,0.00002254409,0.00002570343,6.312188e-7,0.001174434,0.008224535,0.00001996884,0.02774699,0.1581933,0.8041136],"study_design_scores_gemma":[0.0006087445,0.00005845047,0.00004757495,0.00002242032,7.085584e-7,0.000003473498,0.00002388425,0.9041939,0.0000174145,0.00008940954,0.09482042,0.0001136316],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"protocol","genre_scores_codex":[0.00009694429,0.00005357409,0.9070973,0.004952967,0.00002592807,0.0813286,7.370748e-7,0.0004353512,0.006008564],"genre_scores_gemma":[0.3082649,0.00002527387,0.1203201,0.0004592779,0.00006550839,0.5666916,0.00001556032,0.00002502144,0.004132778],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8959693,"threshold_uncertainty_score":0.4186489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08982796462768115,"score_gpt":0.3351330809909627,"score_spread":0.2453051163632816,"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."}}