{"id":"W2011308849","doi":"10.1145/2089085.2089091","title":"Auction-based P2P VoD streaming","year":2012,"lang":"en","type":"article","venue":"ACM Transactions on Multimedia Computing Communications and Applications","topic":"Auction Theory and Applications","field":"Decision Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Research Grants Council, University Grants Committee","keywords":"Computer science; Common value auction; Incentive compatibility; Revenue; Incentive; Mechanism design; Peer-to-peer; Live streaming; Upload; Download; Scheduling (production processes); Reservation; Distributed computing; Computer network; Microeconomics; Mathematical optimization; Business; World Wide Web; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001611093,0.0004480229,0.001034581,0.0003555515,0.0005399002,0.001344507,0.001776688,0.0006261477,0.001305847],"category_scores_gemma":[0.003917885,0.0002848217,0.0003754835,0.0006284063,0.0005481032,0.001349977,0.001139305,0.0006981612,0.0001992301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008476659,"about_ca_system_score_gemma":0.001093579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00229495,"about_ca_topic_score_gemma":0.001729335,"domain_scores_codex":[0.9989201,0.0003893216,0.00006271945,0.0001822952,0.0002920621,0.0001534298],"domain_scores_gemma":[0.9983089,0.0008771789,0.0001699457,0.0001895673,0.0002558094,0.0001985557],"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":[0.0004354107,0.0003507727,0.001634294,0.000198242,0.00008821971,0.0002657881,0.0001003237,0.8665989,0.009044357,0.04387673,0.00244249,0.07496452],"study_design_scores_gemma":[0.0000307315,0.00005515567,0.000150383,0.000002145946,0.000007262265,0.00005513884,0.00001283713,0.9922826,0.0006527894,0.006260921,0.0004834216,0.000006676042],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1343416,0.0006638305,0.8529507,0.0003331889,0.00009527427,0.0003304543,0.000132387,0.0003925275,0.01075997],"genre_scores_gemma":[0.9514852,0.0001788568,0.04651427,0.00003250257,0.00002483238,0.00005874386,0.00005954558,0.00001902429,0.001627072],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00229495,"threshold_uncertainty_score":0.008520424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0992560925200156,"score_gpt":0.3915945796514616,"score_spread":0.292338487131446,"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."}}