{"id":"W3213761738","doi":"10.48550/arxiv.2109.07670","title":"Transaction Placement in Sharded Blockchains","year":2021,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Workload; Database transaction; Hash function; Simple (philosophy); Online transaction processing; Distributed transaction; Transaction processing; Distributed computing; Database; Computer security; Operating system","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":[0.001891469,0.0004533806,0.0007641416,0.0006615991,0.001416285,0.001533931,0.00150843,0.0008826459,0.003514772],"category_scores_gemma":[0.005134021,0.0006687276,0.0002605794,0.001334753,0.001027521,0.002979551,0.002013928,0.0007645112,0.0008502922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001031279,"about_ca_system_score_gemma":0.001276478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001620077,"about_ca_topic_score_gemma":0.001925862,"domain_scores_codex":[0.9985387,0.0004100084,0.0001335463,0.0002842546,0.0004324125,0.0002010345],"domain_scores_gemma":[0.9962422,0.001045968,0.0003760696,0.001350676,0.0006130336,0.0003719868],"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":[0.001000152,0.0002446519,0.007001056,0.0003043558,0.00007372352,0.0009119646,0.0007564805,0.6868802,0.02485818,0.05410542,0.004793001,0.2190709],"study_design_scores_gemma":[0.00007808983,0.0002069411,0.0005999957,0.00003582029,0.00001737304,0.0002372539,0.0002328705,0.9468375,0.0127961,0.03473585,0.004202466,0.00001976971],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.349114,0.0005907387,0.6405823,0.0004802117,0.0001724479,0.0002779851,0.0002820651,0.00269568,0.005804592],"genre_scores_gemma":[0.871716,0.0002295811,0.123982,0.00006926171,0.00003814711,0.000113033,0.0002498655,0.0001274146,0.003474646],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003514772,"threshold_uncertainty_score":0.01175809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04297573003745109,"score_gpt":0.1847185721957292,"score_spread":0.1417428421582781,"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."}}