{"id":"W1543904722","doi":"","title":"Trends in Retail Payments and Insights from Public Survey Results","year":2006,"lang":"en","type":"article","venue":"Bank of Canada review","topic":"Taxation and Compliance Studies","field":"Economics, Econometrics and Finance","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cash; Payment; Survey data collection; Index (typography); Economics; Value (mathematics); Actuarial science; Business; Benchmark (surveying); Public economics; Finance; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0002287322,0.00007901769,0.0003960642,0.00008096129,0.00002940073,0.00001096916,0.00008885867,0.00001955922,0.000129753],"category_scores_gemma":[0.0001393129,0.0000796796,0.00002570055,0.0003190821,0.00001971981,0.00006611968,0.00002462594,0.00004255724,0.000004278564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006822066,"about_ca_system_score_gemma":0.00004682272,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.57371,"about_ca_topic_score_gemma":0.9137608,"domain_scores_codex":[0.9990192,0.00002728631,0.0006002811,0.0001976824,0.00004140275,0.0001141659],"domain_scores_gemma":[0.9993784,0.00004124784,0.0003476735,0.0001738071,0.00002796825,0.00003085827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002056528,0.00008719281,0.6740366,0.0004051932,0.0000664928,0.000008378205,0.00005661659,0.000003538753,0.000001272418,0.04394033,0.2390241,0.04234973],"study_design_scores_gemma":[0.0002079367,0.000004439931,0.6761246,0.0001033684,0.000001288674,1.028428e-7,0.00000235659,0.000007282576,0.000001054427,0.0008957305,0.3225877,0.0000641941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.09551897,0.7774034,0.00001104411,0.005940961,0.0002477838,0.0001853658,0.001261677,0.000009629445,0.1194212],"genre_scores_gemma":[0.9800938,0.01776299,0.00003128569,0.0004529951,0.00001188754,0.000009072369,0.0001338965,0.00000510249,0.001498985],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8845748,"threshold_uncertainty_score":0.4291286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06585363529959655,"score_gpt":0.2281010841281498,"score_spread":0.1622474488285532,"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."}}