{"id":"W3044784472","doi":"","title":"Abstract for Fast Retail Payment Systems | Bulletin – December Quarter 2014","year":2014,"lang":"en","type":"article","venue":"Philadelphia Museum of Art Bulletin","topic":"Urban and Freight Transport Logistics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Payment; Business; Advertising; Actuarial science; Finance; History","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003637694,0.000385821,0.0005559278,0.0001222824,0.00007499415,0.00004702477,0.000310697,0.0002057529,0.001625008],"category_scores_gemma":[0.00003099649,0.000367465,0.0002249707,0.00007114621,0.0001058004,0.00003118002,0.00001914968,0.0002372895,0.001323037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004698815,"about_ca_system_score_gemma":0.00001200278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003069869,"about_ca_topic_score_gemma":0.00001560326,"domain_scores_codex":[0.9979184,0.0000269128,0.0008098554,0.0003710994,0.0003200634,0.000553696],"domain_scores_gemma":[0.9987909,0.0002113376,0.0001351613,0.0005470075,0.0001177653,0.0001977935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000569317,0.0001021818,0.0001101574,0.0005347055,0.000117438,0.000004950738,0.0001462665,0.00935634,0.001536047,0.001837616,0.98612,0.00007732809],"study_design_scores_gemma":[0.0008927126,0.0001290368,0.00127268,0.0001182915,0.00006876797,0.000007609584,0.00005101841,0.005876634,0.0005513905,0.00004531876,0.9905391,0.0004474814],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01311241,0.007206536,0.5308795,0.2774498,0.01466977,0.007761786,0.001970371,0.00483541,0.1421145],"genre_scores_gemma":[0.9970836,0.0001140158,0.001579533,0.0001636093,0.0004669173,0.0001179727,0.0001260138,0.0001054593,0.0002428908],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9839712,"threshold_uncertainty_score":0.9998778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01912092392348289,"score_gpt":0.1964441058489468,"score_spread":0.1773231819254639,"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."}}