{"id":"W4361982520","doi":"10.21314/jfmi.2022.007","title":"Payment coordination and liquidity efficiency in wholesale payments systems","year":2022,"lang":"en","type":"article","venue":"The Journal of Financial Market Infrastructures","topic":"Banking stability, regulation, efficiency","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Market liquidity; Payment; Collateral; Settlement (finance); Pledge; Payment system; Business; Pooling; Monetary economics; Economics; Finance; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003595337,0.0001285749,0.0003273307,0.0002980134,0.0003020222,0.00004984493,0.0003645325,0.0000487467,0.0002329298],"category_scores_gemma":[0.0005119593,0.0001108511,0.00005908667,0.0003915507,0.0001050124,0.0001637006,0.0001526548,0.0003426458,0.000001037894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003021989,"about_ca_system_score_gemma":0.00007216969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001897983,"about_ca_topic_score_gemma":0.00001452516,"domain_scores_codex":[0.9983633,0.0001999741,0.0008927426,0.0001635381,0.000160361,0.0002201274],"domain_scores_gemma":[0.9986107,0.0001950902,0.0008962683,0.000200535,0.00005797691,0.00003943132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008750481,0.0005349316,0.8168988,0.000168448,0.00004862003,0.0000188721,0.007967968,0.08443089,0.0004109533,0.06708473,0.0127689,0.008791908],"study_design_scores_gemma":[0.0006302767,0.0002423306,0.9597265,0.0000175166,0.000007229774,0.00006447388,0.0001620239,0.004014884,0.00001606106,0.02912809,0.005859839,0.000130834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931973,0.003278529,0.0009728988,0.0003797066,0.001118817,0.0002539309,0.00006606283,0.000006381631,0.0007263534],"genre_scores_gemma":[0.9995779,0.00007411938,0.0000653735,0.00006658858,0.0001119053,0.000008159141,0.000001765214,0.00001062215,0.00008355309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1428277,"threshold_uncertainty_score":0.4520377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009914666863366119,"score_gpt":0.2118085428054366,"score_spread":0.2018938759420705,"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."}}