{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001606716,0.0003443363,0.0003438842,0.001711035,0.0006526775,0.0006275414,0.0005889322,0.0005626745,0.0007358887],"category_scores_gemma":[0.008113618,0.0001311447,0.0001171077,0.002623757,0.0005587206,0.00200652,0.0007454807,0.0008516881,0.0002778412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008665109,"about_ca_system_score_gemma":0.0004310719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002512847,"about_ca_topic_score_gemma":0.002136048,"domain_scores_codex":[0.9979297,0.0007291583,0.0001252888,0.0002797591,0.0007123992,0.0002237469],"domain_scores_gemma":[0.9893532,0.0038756,0.002214662,0.001134564,0.002699871,0.0007221341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009666264,0.001860337,0.5473438,0.001036357,0.0002705253,0.002134962,0.00784864,0.09942734,0.07806265,0.04489289,0.01465963,0.2014963],"study_design_scores_gemma":[0.00008294907,0.002519126,0.3823325,0.0002598318,0.0001204247,0.002571975,0.008365281,0.5087903,0.04773148,0.01774822,0.02924774,0.0002302355],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9715801,0.0002539508,0.02001544,0.0003568209,0.00004513546,0.0001411547,0.001077161,0.0003284097,0.006201816],"genre_scores_gemma":[0.9963465,0.000114353,0.002600754,0.00003567099,0.00001546202,0.00006478676,0.0004740552,0.00001037254,0.0003380207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002512847,"threshold_uncertainty_score":0.008497238,"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."}}