{"id":"W2127603053","doi":"10.1109/cwit.2011.5872158","title":"Green resource allocation with QoS provisioning for cooperative cellular network","year":2011,"lang":"en","type":"article","venue":"","topic":"Cooperative Communication and Network Coding","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Quality of service; Relay; Provisioning; Resource allocation; Transmitter power output; Computer network; Throughput; Energy consumption; Cellular network; Base station; Transmission (telecommunications); Efficient energy use; Power (physics); Wireless; Telecommunications; Engineering; Channel (broadcasting); Transmitter","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":[0.0003823942,0.0001274035,0.0001253222,0.00004069966,0.0004241009,0.00009489158,0.0007538067,0.00003730564,0.00004381099],"category_scores_gemma":[0.00002014969,0.0000948392,0.00003023733,0.0004149438,0.00004398532,0.0003631988,0.0002327911,0.0001006522,0.00001698329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002548073,"about_ca_system_score_gemma":0.00006446767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001416909,"about_ca_topic_score_gemma":0.00009298516,"domain_scores_codex":[0.9990373,0.0001134236,0.0001817979,0.0003070235,0.000123147,0.0002373716],"domain_scores_gemma":[0.9988398,0.0001136522,0.00007816918,0.0006272655,0.0002685671,0.00007255314],"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":[0.00008370187,0.0001153426,0.0005176911,0.00001135135,0.00006046215,0.000003139518,0.007912138,0.001713701,0.001078089,0.8522946,0.01009433,0.1261155],"study_design_scores_gemma":[0.001754506,0.001302771,0.001681181,0.000196795,0.00002794583,0.00001211266,0.000415144,0.7577976,0.01624781,0.00199959,0.2176445,0.0009200135],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001136265,0.0002048862,0.9762501,0.0007876046,0.00006213471,0.0005345619,2.757104e-7,0.0001801698,0.02084405],"genre_scores_gemma":[0.6851757,0.00003346059,0.3090812,0.001214267,0.0001836449,0.0001669208,0.00001299811,0.0000185415,0.004113369],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8502949,"threshold_uncertainty_score":0.386743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05297013600437248,"score_gpt":0.248833243172138,"score_spread":0.1958631071677656,"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."}}