{"id":"W2150116125","doi":"10.1109/icdcsw.2012.40","title":"Exploring the Sustainability of Credit-incentivized Peer-to-Peer Content Distribution","year":2012,"lang":"en","type":"article","venue":"","topic":"Peer-to-Peer Network Technologies","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Sustainability; Incentive; Computer science; Environmental economics; Download; Peer-to-peer; Microeconomics; Computer network; 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":[0.00217682,0.0005228643,0.0005101103,0.0006086793,0.0008673469,0.001678112,0.001324042,0.001502412,0.001365058],"category_scores_gemma":[0.01602075,0.0003764182,0.0003688216,0.0006315112,0.002216734,0.004270766,0.001545546,0.001296972,0.00008690327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002022857,"about_ca_system_score_gemma":0.001524602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003245917,"about_ca_topic_score_gemma":0.001671933,"domain_scores_codex":[0.9989704,0.0005237327,0.00003051979,0.0001376014,0.0001621163,0.0001757484],"domain_scores_gemma":[0.9905378,0.007161307,0.0008837561,0.0003612716,0.0006860354,0.000369829],"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":[0.0002097272,0.0002430427,0.01044617,0.0002197958,0.00009369192,0.0006541515,0.0007531083,0.6721312,0.01156987,0.2693036,0.001253115,0.03312263],"study_design_scores_gemma":[0.00001796217,0.0000702738,0.0009008743,0.00001223869,0.00001846035,0.00009388843,0.000167629,0.9136346,0.002093764,0.08213069,0.0008436189,0.00001599719],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6479428,0.0009598954,0.3391805,0.002486944,0.00006566954,0.0001839484,0.00009844252,0.0001727344,0.008909144],"genre_scores_gemma":[0.9946228,0.0002270342,0.004520016,0.0000320491,0.00001816948,0.00002144689,0.00001226691,0.000008923765,0.0005373237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003245917,"threshold_uncertainty_score":0.01467699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1059979921582327,"score_gpt":0.2828112278641752,"score_spread":0.1768132357059425,"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."}}