{"id":"W2995126712","doi":"10.1109/blockchain.2019.00034","title":"A Measurement Study of Bitcoin Lightning Network","year":2019,"lang":"en","type":"article","venue":"","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Scalability; Computer science; Payment; Network topology; Computer network; Database; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004152205,0.00005056647,0.000102505,0.00004225981,0.00004015231,0.00001101923,0.000539489,0.00003516107,0.00001442665],"category_scores_gemma":[0.00000453016,0.00004127604,0.00001804949,0.0003780182,0.000009092199,0.0000442195,0.0002047692,0.00006924232,0.00004165335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001224201,"about_ca_system_score_gemma":0.00001664919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003898978,"about_ca_topic_score_gemma":0.00005523736,"domain_scores_codex":[0.9993264,0.00002192877,0.0001436389,0.0001943835,0.0001953843,0.0001182282],"domain_scores_gemma":[0.9992149,0.00001176854,0.00005230347,0.0006275979,0.00007613475,0.00001723856],"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":[0.000003252969,0.00100991,0.06567229,0.0000121438,0.0000616287,0.000001543124,0.001424309,0.0005745211,0.001410682,0.9082175,0.001467767,0.02014442],"study_design_scores_gemma":[0.007749516,0.005837674,0.2472114,0.0002036251,0.00007544205,0.0000336334,0.004299776,0.5033897,0.03103456,0.1586932,0.03954759,0.001923878],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7918293,0.0001038652,0.2019199,0.000435082,0.00009577253,0.0004327418,4.053115e-8,0.0002066909,0.004976502],"genre_scores_gemma":[0.9900821,0.000001003116,0.009777112,0.00005677504,0.000008848013,0.0000214834,3.177814e-8,0.000001982263,0.00005060181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7495244,"threshold_uncertainty_score":0.1683188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01649735967718271,"score_gpt":0.2249093166150247,"score_spread":0.208411956937842,"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."}}