{"id":"W4283722555","doi":"10.1109/icbc54727.2022.9805520","title":"Torrent: Strong, Fast Balance Discovery in the Lightning Network","year":2022,"lang":"en","type":"article","venue":"","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Channel (broadcasting); Computer network; Routing (electronic design automation); Payment; Node (physics); Computer security; Engineering; World Wide Web","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":[0.002760232,0.0006788361,0.001172982,0.001475648,0.001798967,0.001961404,0.001970476,0.001229856,0.003231124],"category_scores_gemma":[0.01023102,0.0006433738,0.0004836609,0.001028253,0.001508694,0.005517416,0.003832642,0.001435022,0.0009155841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008780977,"about_ca_system_score_gemma":0.001552347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001547473,"about_ca_topic_score_gemma":0.002008943,"domain_scores_codex":[0.9979162,0.0005936568,0.0001196059,0.000401456,0.00068449,0.0002846333],"domain_scores_gemma":[0.9956351,0.001719084,0.0004559462,0.001409902,0.0003798915,0.0003999652],"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":[0.004055383,0.0006201458,0.01557432,0.000447615,0.0002388853,0.001928239,0.001479346,0.19907,0.04860936,0.1683414,0.03740349,0.5222319],"study_design_scores_gemma":[0.0001583863,0.0002058086,0.0008156594,0.00003696495,0.00002815395,0.0005785474,0.0002221453,0.9018386,0.01984267,0.06479135,0.01142052,0.00006123906],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1739424,0.0005779873,0.7904838,0.001101305,0.0002823395,0.0005707745,0.0007694123,0.0174606,0.01481142],"genre_scores_gemma":[0.8179484,0.0002622051,0.1750607,0.0002555409,0.0001046305,0.0002795084,0.0007725579,0.0003990951,0.004917408],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003231124,"threshold_uncertainty_score":0.01459765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00830749226695624,"score_gpt":0.2191100395844055,"score_spread":0.2108025473174493,"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."}}