{"id":"W3198515637","doi":"10.14778/3476249.3476283","title":"SlimChain","year":2021,"lang":"en","type":"article","venue":"Proceedings of the VLDB Endowment","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":143,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Blockchain; Scalability; Distributed computing; Database transaction; Computer network; Robustness (evolution); Distributed data store; Node (physics); Computer security; Database","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":[0.0008915981,0.0005439013,0.0005961919,0.0008762743,0.00133056,0.001693665,0.001452409,0.0008521996,0.03530168],"category_scores_gemma":[0.002525793,0.0003702161,0.0004194959,0.001301867,0.0006580763,0.002764096,0.002683704,0.001150539,0.01153806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008456084,"about_ca_system_score_gemma":0.00219982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002614754,"about_ca_topic_score_gemma":0.003431875,"domain_scores_codex":[0.9989451,0.0001769741,0.00007703304,0.0001763482,0.0004115542,0.0002130273],"domain_scores_gemma":[0.9982717,0.0002298071,0.0001196923,0.0006941654,0.0004707007,0.0002139533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001481191,0.0004206042,0.003923547,0.00137039,0.0001351294,0.001041124,0.0005315191,0.05271278,0.02887072,0.2285662,0.1716298,0.5093172],"study_design_scores_gemma":[0.0004312294,0.0004781466,0.0007939258,0.0001975849,0.00007038291,0.0006505815,0.0001672633,0.2930702,0.02709803,0.1190995,0.5578431,0.0001000151],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05609741,0.002933237,0.6674538,0.001875611,0.001544512,0.001798421,0.005697579,0.03787671,0.2247226],"genre_scores_gemma":[0.6090364,0.002798017,0.2490484,0.001242002,0.0004242036,0.001528248,0.01632185,0.001932631,0.1176682],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03530168,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007848441708610996,"score_gpt":0.2075309755193116,"score_spread":0.1996825338107006,"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."}}