{"id":"W3111473535","doi":"10.1109/blockchain50366.2020.00060","title":"Candidate Set Formation Policy for Mining Pools","year":2020,"lang":"en","type":"article","venue":"","topic":"Optimization and Search Problems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"University of Manitoba","keywords":"Computer science; Set (abstract data type); Programming language","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008372666,0.00004061107,0.00004888901,0.0000433932,0.00006879953,0.0001429686,0.0002400413,0.00001608314,0.00002133555],"category_scores_gemma":[0.00007090736,0.00003486299,0.00002070662,0.0002461315,0.000005158873,0.0005697932,0.00007319792,0.00002207112,0.00003377118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001322078,"about_ca_system_score_gemma":0.00006120807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001416814,"about_ca_topic_score_gemma":0.000006883539,"domain_scores_codex":[0.9995517,0.00001409475,0.0001012773,0.0001069113,0.00008789032,0.0001381927],"domain_scores_gemma":[0.9997052,0.00002708366,0.00002625093,0.00009285096,0.00005238205,0.00009622604],"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":[0.00001817272,0.00002218724,0.0001184759,0.0001125247,0.00001865715,0.000001944667,0.02260536,0.01323813,0.00125795,0.714132,0.1552973,0.09317732],"study_design_scores_gemma":[0.0002559583,0.00005828279,0.00001341971,0.000002401933,5.064069e-7,0.000001077695,0.00006859169,0.9698083,0.00115175,0.0006835575,0.02790034,0.00005577689],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0002727255,0.000003084085,0.9608056,0.03180303,0.0000231606,0.0001775441,0.000004169749,0.0001279945,0.006782663],"genre_scores_gemma":[0.4851481,0.00001256238,0.4935783,0.01981892,0.0001477407,0.0000432938,0.00003669536,0.000008064943,0.001206323],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9565702,"threshold_uncertainty_score":0.1421672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06289138441228816,"score_gpt":0.3161501672546558,"score_spread":0.2532587828423677,"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."}}