{"id":"W3162584477","doi":"10.82308/41382","title":"Cooperative communication for relay and multiple access channels: Design, optimization and performance analysis","year":2015,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"Cooperative Communication and Network Coding","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Relay; Computer network; Computer science; Telecommunications; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001656069,0.001078718,0.0007492761,0.0005581822,0.0004066543,0.001385515,0.0006818437,0.001044842,0.001773502],"category_scores_gemma":[0.002629041,0.0006113225,0.0005610163,0.0008575501,0.0007721588,0.0009044558,0.0006735727,0.0007833668,0.0005716779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001660037,"about_ca_system_score_gemma":0.00130196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003337043,"about_ca_topic_score_gemma":0.002897026,"domain_scores_codex":[0.9990842,0.0003662334,0.00002388722,0.0001157932,0.0003037287,0.0001061339],"domain_scores_gemma":[0.9987326,0.0007401405,0.0001554894,0.00006169311,0.0002885769,0.0000215064],"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":[0.00006525499,0.00006164364,0.0006004169,0.000175073,0.00005254699,0.0000646376,0.000117109,0.9191012,0.006323697,0.03467065,0.001514939,0.03725285],"study_design_scores_gemma":[0.000005734132,0.00006269623,0.0001378974,0.00001248232,0.00001364603,0.00003315076,0.00001864682,0.9940038,0.001098818,0.00359455,0.001009455,0.000009040434],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02902314,0.006250198,0.9522662,0.0004590101,0.0000506134,0.0001123686,0.00006187797,0.0001732574,0.01160343],"genre_scores_gemma":[0.8860404,0.0101421,0.09446951,0.0001220068,0.000181563,0.0004452213,0.0001059125,0.00007550626,0.008417767],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003337043,"threshold_uncertainty_score":0.01204443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09288077868245724,"score_gpt":0.2898652067419892,"score_spread":0.1969844280595319,"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."}}