{"id":"W2164606601","doi":"10.5267/j.msl.2014.1.005","title":"The relationship between operating cash flow per share and portfolio default probability","year":2014,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Credit Risk and Financial Regulations","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cash flow; Portfolio; Probability of default; Operating cash flow; Flow (mathematics); Default; Business; Econometrics; Actuarial science; Computer science; Finance; Mathematics; Credit risk","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006954123,0.0001206669,0.000171546,0.001349327,0.0001373577,0.0006134722,0.0002447118,0.0004024973,0.001990633],"category_scores_gemma":[0.008400354,0.0001099043,0.0002174101,0.0009693654,0.0002838495,0.0005990749,0.0002540624,0.0005366234,0.0002278822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003793589,"about_ca_system_score_gemma":0.0001893576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002796667,"about_ca_topic_score_gemma":0.002246814,"domain_scores_codex":[0.9996741,0.00005948605,0.00005400556,0.00007223221,0.00007760235,0.00006260437],"domain_scores_gemma":[0.986011,0.00721543,0.005200027,0.0004078925,0.0005515105,0.0006140668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004798804,0.00002520308,0.9964249,0.000004256274,0.00001938191,0.00006914173,0.0000452327,0.0008101629,0.0001501659,0.0001172103,0.00004373438,0.002242725],"study_design_scores_gemma":[0.000002302359,0.00006195316,0.9968092,0.000003393042,0.00001324448,0.0001457455,0.00006797205,0.002464296,0.0001453468,0.0001954129,0.00008652831,0.000004579749],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992921,0.00005153386,0.0001590185,0.00002546347,0.000001003543,0.00000221282,0.0001251069,0.00000360487,0.0003400281],"genre_scores_gemma":[0.999653,0.00003037943,0.00005863813,0.000002370391,0.000002563755,0.000001483916,0.0001321259,4.081548e-7,0.0001189021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002796667,"threshold_uncertainty_score":0.006659389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04116906925916736,"score_gpt":0.2380481784501843,"score_spread":0.1968791091910169,"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."}}