{"id":"W1913146304","doi":"10.34989/sdp-2015-4","title":"2013 Methods-of-Payment Survey Results","year":2021,"lang":"en","type":"preprint","venue":"Econstor (Econstor)","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bank of Canada","funders":"Nutrition Obesity Research Center, University of North Carolina; Deutsche Bundesbank; Oesterreichische Nationalbank","keywords":"Payment; Issuer; Business; Cash; Snapshot (computer storage); Payment service provider; Actuarial science; Accounting; Finance; Computer science; Database","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00296255,0.0007454529,0.001443143,0.0005634982,0.0001600759,0.001587375,0.0009289,0.000564267,0.001201277],"category_scores_gemma":[0.0007396882,0.0007887074,0.0006147749,0.0002713219,0.0002797215,0.002788711,0.002151267,0.0007445329,0.0007913951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002361932,"about_ca_system_score_gemma":0.000416223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005528552,"about_ca_topic_score_gemma":0.003200436,"domain_scores_codex":[0.9959624,0.00002877303,0.00181433,0.001255701,0.0002486721,0.0006901118],"domain_scores_gemma":[0.9957751,0.0004451721,0.001895933,0.001381088,0.0004280994,0.00007457409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004669131,0.0009409486,0.813195,0.002229034,0.001618119,0.00009025424,0.0002660753,0.002612971,0.0001061044,0.01340258,0.1416394,0.0234325],"study_design_scores_gemma":[0.006456898,0.000106135,0.626811,0.00200772,0.0008693092,0.00005885409,0.002754339,0.01228793,0.001052298,0.02415032,0.3159052,0.007540029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8779882,0.0008763801,0.0003536378,0.0001867974,0.007884164,0.0005423843,0.0003308271,0.0001533339,0.1116843],"genre_scores_gemma":[0.9813167,0.0003016374,0.008794677,0.001147359,0.002147343,0.00009087915,0.003353421,0.0001790882,0.00266887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.186384,"threshold_uncertainty_score":0.9999866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04631995470027533,"score_gpt":0.2706912505595274,"score_spread":0.2243712958592521,"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."}}