{"id":"W2558255075","doi":"10.2139/ssrn.2502889","title":"Credit Cycles and Financial Statement Verification","year":2014,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Financial statement; Statement (logic); Business; Letter of credit; Financial statement analysis; Accounting; Actuarial science; Finance; Financial system; Economics; Financial ratio; Political science; Audit; Law","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":[0.007481438,0.0002413837,0.0007261695,0.002558006,0.001011708,0.003714377,0.0008804805,0.001998879,0.02017357],"category_scores_gemma":[0.1002436,0.0003450961,0.00036079,0.003128712,0.002061285,0.004909229,0.001170339,0.001920361,0.001294502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001577339,"about_ca_system_score_gemma":0.002605846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009439072,"about_ca_topic_score_gemma":0.005987776,"domain_scores_codex":[0.9974655,0.001162392,0.0002312658,0.0002942402,0.0004387939,0.0004077959],"domain_scores_gemma":[0.8933478,0.06716197,0.0229132,0.006775522,0.007562567,0.00223899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001884266,0.0003917232,0.2731251,0.0002322443,0.0001238112,0.0009340663,0.0010413,0.0132929,0.0006325811,0.4860176,0.03778438,0.1845401],"study_design_scores_gemma":[0.0001625687,0.0001056033,0.06594804,0.0002179488,0.00005003404,0.0003327728,0.0007285813,0.07679025,0.001370664,0.8427579,0.01146421,0.00007148839],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8822787,0.006744196,0.02634728,0.021669,0.0004837612,0.00009760747,0.002925568,0.0005177276,0.05893616],"genre_scores_gemma":[0.9959021,0.000390978,0.0005303199,0.0001343904,0.0001039832,0.00000597119,0.0003241326,0.00001891916,0.00258919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02017357,"threshold_uncertainty_score":0.06748736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01138237764943756,"score_gpt":0.2006392937436532,"score_spread":0.1892569160942157,"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."}}