{"id":"W3000966336","doi":"10.1007/s10586-020-03046-w","title":"A game theoretic analysis of resource mining in blockchain","year":2020,"lang":"en","type":"article","venue":"Cluster Computing","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University; University of Waterloo","funders":"Narodowym Centrum Nauki; University of Waterloo; Narodowe Centrum Nauki","keywords":"Blockchain; Computer science; Resource (disambiguation); Theoretical computer science; Data mining; Computer security; Computer network","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":[0.001655569,0.0005786725,0.0008343391,0.0007787684,0.0009793008,0.002054875,0.001387142,0.001571981,0.005234736],"category_scores_gemma":[0.005217175,0.0005227729,0.0006383434,0.000855791,0.002266056,0.003164088,0.001341402,0.001460623,0.0002149236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003220041,"about_ca_system_score_gemma":0.00235316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01040366,"about_ca_topic_score_gemma":0.007295405,"domain_scores_codex":[0.9989733,0.0005542591,0.00002615822,0.00008926259,0.0001729729,0.0001841808],"domain_scores_gemma":[0.996251,0.002617199,0.000352871,0.0001392104,0.0002923105,0.0003474879],"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":[0.00005490045,0.00008347147,0.0005990108,0.00004820502,0.00002995917,0.0001720544,0.0001207175,0.5077511,0.0007760312,0.4863955,0.001118096,0.002850932],"study_design_scores_gemma":[0.00001224527,0.00001683998,0.00009202083,0.00000578644,0.0000038614,0.00001495227,0.00004755556,0.9172304,0.0000677997,0.08206981,0.0004326079,0.000006161761],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3441718,0.0006317673,0.597228,0.003227723,0.00008001844,0.0002638811,0.0002716087,0.0001247816,0.05400046],"genre_scores_gemma":[0.9837703,0.0001868168,0.0105733,0.00006597971,0.00002501343,0.00007132536,0.00004319048,0.00001783787,0.005246276],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01040366,"threshold_uncertainty_score":0.02336311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01345167988311627,"score_gpt":0.2382449520520059,"score_spread":0.2247932721688896,"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."}}