{"id":"W2888387836","doi":"10.3390/jrfm11030050","title":"Financial Risk Disclosure and Financial Attributes among Publicly Traded Manufacturing Companies: Evidence from Bangladesh","year":2018,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Audit; Finance; Financial ratio; Financial risk; Accounting","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001446512,0.0005326159,0.000764267,0.0005189816,0.0009308505,0.0008522973,0.000673976,0.0001849008,0.0001193836],"category_scores_gemma":[0.006369975,0.0004849033,0.0002265241,0.0005623747,0.000417575,0.002790107,0.0008256335,0.0008049897,0.00004320507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009121715,"about_ca_system_score_gemma":0.00004101041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001692151,"about_ca_topic_score_gemma":0.001318323,"domain_scores_codex":[0.9966838,0.00007229196,0.001036087,0.0006937475,0.0008253669,0.0006886872],"domain_scores_gemma":[0.9883564,0.000215003,0.01071788,0.0003668552,0.0002675658,0.00007633741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004457971,0.0001344949,0.5424588,0.0002624168,0.00007447309,0.000185218,0.0008461681,0.00008042516,0.0000136461,0.003360274,0.01061713,0.4415212],"study_design_scores_gemma":[0.001457945,0.0001185254,0.7781145,0.0006425502,0.0004407348,0.000005577527,0.000265281,0.0002070488,0.00005514717,0.007028429,0.2111942,0.0004700117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8726547,0.001012214,0.1240698,0.0002920618,0.001072564,0.0004166886,0.0000459328,0.00006633123,0.0003697084],"genre_scores_gemma":[0.9896366,0.002531173,0.001371638,0.0005551455,0.005669443,0.00001470588,0.000009593828,0.00004755109,0.0001641255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4410512,"threshold_uncertainty_score":0.9997603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01060323678798657,"score_gpt":0.198240186923065,"score_spread":0.1876369501350784,"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."}}