{"id":"W4391134791","doi":"10.3390/blockchains2010001","title":"Decentralization Is Good or Not? Defending Consensus in Ethereum 2.0","year":2024,"lang":"en","type":"article","venue":"Blockchains","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Decentralization; Political science; Law","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":[0.006732673,0.0002911823,0.0006528588,0.000590778,0.0008635963,0.002011204,0.0009842799,0.002124499,0.002082448],"category_scores_gemma":[0.0135962,0.0002695087,0.0004222637,0.0005049143,0.003238365,0.005958845,0.002757485,0.00224085,0.0005041329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009724995,"about_ca_system_score_gemma":0.001162107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006589853,"about_ca_topic_score_gemma":0.0006014465,"domain_scores_codex":[0.9960507,0.001997546,0.0001482484,0.0003768862,0.001024863,0.0004017354],"domain_scores_gemma":[0.9944219,0.003067554,0.0005266449,0.001290795,0.0004409575,0.0002521069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001774888,0.00004668426,0.001038417,0.0001689458,0.00005249473,0.000255176,0.0006592945,0.04096166,0.006394625,0.909427,0.002737422,0.03808066],"study_design_scores_gemma":[0.00009768538,0.0001586231,0.0005795805,0.0001171706,0.00003432128,0.0002641263,0.0003456226,0.179434,0.01345174,0.7755679,0.0298802,0.00006892493],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1619297,0.002436687,0.7632402,0.01183357,0.0005112312,0.0001902929,0.00007697619,0.0009633647,0.05881801],"genre_scores_gemma":[0.9551915,0.0008151311,0.03737532,0.0006523223,0.000118114,0.0001012824,0.00003995025,0.00006580912,0.005640546],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006732673,"threshold_uncertainty_score":0.03560621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02428666902534398,"score_gpt":0.280893132512375,"score_spread":0.256606463487031,"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."}}