{"id":"W6981924854","doi":"","title":"Game Theory-based Allocation Management in VCC Networks","year":2021,"lang":"en","type":"other","venue":"Brock University Digital Repository (Brock University)","topic":"Mineralogy and Gemology Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"Brock University","keywords":"Cluster analysis; Matching (statistics); Service (business); Resource allocation; Process (computing); Resource (disambiguation); Cloud computing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001931298,0.001039214,0.0009493786,0.0009944817,0.00111598,0.002627726,0.002406997,0.001403725,0.00394596],"category_scores_gemma":[0.004824691,0.0004686206,0.0005161416,0.001224782,0.001609402,0.001764459,0.001850792,0.00132493,0.0004038488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003375292,"about_ca_system_score_gemma":0.003418769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01922172,"about_ca_topic_score_gemma":0.01360167,"domain_scores_codex":[0.9981026,0.0006435234,0.00006660924,0.0003197402,0.0004096657,0.0004578268],"domain_scores_gemma":[0.9976115,0.001348998,0.0001844098,0.0001299089,0.0004497378,0.0002753689],"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":[0.00008062806,0.00006148015,0.000436223,0.00006076591,0.00003633595,0.0001589192,0.0001027651,0.8903759,0.000965699,0.08610543,0.002538728,0.01907706],"study_design_scores_gemma":[0.00000909573,0.0000184015,0.00005623539,0.000006892144,0.000005737567,0.00002626573,0.00002667104,0.9809039,0.0001589223,0.01746587,0.001314479,0.000007531956],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03726996,0.0006327683,0.9346296,0.000616275,0.0001861798,0.0003556418,0.0001947077,0.0003161859,0.02579871],"genre_scores_gemma":[0.9386382,0.0004226162,0.05076906,0.000297275,0.00006031099,0.0003665628,0.0001630901,0.00006658721,0.009216294],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01922172,"threshold_uncertainty_score":0.03821969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007783261021101647,"score_gpt":0.1684108821483141,"score_spread":0.1606276211272125,"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."}}