{"id":"W7074684559","doi":"","title":"QoS-aware resource allocation in wireless communication systems","year":2012,"lang":"en","type":"other","venue":"cIRcle (University of British Columbia)","topic":"Theoretical and Computational Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Wireless; Transmission (telecommunications); Context (archaeology); Quality of service; Retransmission; Channel (broadcasting)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007902596,0.00005105613,0.000243163,0.00003999563,0.00006257202,0.00004529831,0.0003070586,0.0001005236,0.0004306744],"category_scores_gemma":[7.071526e-7,0.0001782779,0.00007174489,0.0001548243,0.000155907,0.00008032536,0.0001022169,0.0001583168,0.00005399758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003312501,"about_ca_system_score_gemma":0.00003563361,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1360713,"about_ca_topic_score_gemma":0.01403813,"domain_scores_codex":[0.9993152,0.00009234737,0.0001023063,0.0001915702,0.0001507563,0.0001478041],"domain_scores_gemma":[0.9993919,0.00003852805,0.0001899605,0.0002675408,0.00005275256,0.00005932347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00001376899,0.0008354975,0.01280972,0.0003597869,0.0002353969,0.000008589367,0.0003687429,0.0002053423,0.00001418771,0.01742385,0.2431882,0.7245369],"study_design_scores_gemma":[0.003050895,0.00006718156,0.8324388,0.004574812,0.0002394056,0.000007052225,0.007759244,0.003710612,5.303787e-7,0.01496518,0.1317151,0.001471124],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1568869,0.0008232446,0.01034642,0.0001109223,0.0003275481,0.0009378495,0.001174282,0.0001802494,0.8292125],"genre_scores_gemma":[0.9488102,0.00001330845,0.00006590729,0.000005137651,0.0001494968,0.000001358704,0.0004924685,0.0000603495,0.05040177],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8196291,"threshold_uncertainty_score":0.8696817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005149978699656737,"score_gpt":0.1676065088304569,"score_spread":0.1624565301308002,"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."}}