{"id":"W620709258","doi":"10.1007/978-3-319-11701-0_7","title":"Bandwidth Sharing for User Cooperation","year":2014,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in computer science","topic":"Peer-to-Peer Network Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Goodput; Bandwidth (computing); Throughput; Computer network; Computer science; Extension (predicate logic); Telecommunications; Wireless","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":["metaepi_narrow","scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.001980658,0.0005591037,0.0006143891,0.001155878,0.0003608364,0.001199195,0.007617243,0.0003244408,0.00001020945],"category_scores_gemma":[0.0001375007,0.0005839712,0.0001351926,0.000691429,0.0004212555,0.0007627991,0.004512599,0.0005335529,0.0001243187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004399619,"about_ca_system_score_gemma":0.0003179577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001502817,"about_ca_topic_score_gemma":0.00006701415,"domain_scores_codex":[0.9951037,0.00001185702,0.000674856,0.002349006,0.0008718384,0.0009887862],"domain_scores_gemma":[0.9963752,0.0001928803,0.0002539737,0.002524102,0.0004235345,0.000230306],"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":[0.000004245417,0.00001028689,0.00005563433,0.00003190844,0.000007738301,0.00001305455,0.0001224561,0.006073975,0.00008943765,0.8031061,0.00136828,0.1891169],"study_design_scores_gemma":[0.0005635474,0.0004064529,0.000461467,0.0006946192,0.0000105055,0.00003294329,5.307307e-7,0.625986,0.001442878,0.06223462,0.3066107,0.001555786],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0002369357,0.00007723808,0.9794791,0.001243445,0.002380627,0.0008942044,0.000003806888,0.0007592983,0.01492537],"genre_scores_gemma":[0.02960241,0.00003710292,0.9313577,0.002385478,0.0009548028,0.0001409082,0.000006276567,0.00009504744,0.03542021],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7408714,"threshold_uncertainty_score":0.9998376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02202830741218374,"score_gpt":0.2515559780305691,"score_spread":0.2295276706183853,"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."}}