{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007769002,0.0001656891,0.0001601799,0.001304842,0.0004404427,0.0007593033,0.0002123137,0.0003033136,0.001364053],"category_scores_gemma":[0.005031375,0.0001705614,0.0001315244,0.003222323,0.0006092489,0.0005746679,0.0006703119,0.0003590247,0.0001806507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006680243,"about_ca_system_score_gemma":0.0005846357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02111701,"about_ca_topic_score_gemma":0.02749062,"domain_scores_codex":[0.9993092,0.0001757659,0.0001364729,0.00008320287,0.0002021164,0.00009320955],"domain_scores_gemma":[0.9874187,0.002762311,0.008258771,0.0004082826,0.0008273445,0.0003246751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002314892,0.00002265159,0.9932507,0.00003411649,0.00001779642,0.0001436852,0.00152189,0.00004248272,0.0001499676,0.0001225434,0.00008890661,0.004582237],"study_design_scores_gemma":[0.00000284996,0.00003151105,0.99534,0.00004250981,0.00001474992,0.000247399,0.00345373,0.0001036821,0.0001503864,0.00006700435,0.0005399436,0.00000611214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986304,0.00021458,0.00002623082,0.000119782,7.66371e-7,0.00000379461,0.0002283273,5.227283e-7,0.0007757521],"genre_scores_gemma":[0.9995252,0.0002726901,0.00001968195,0.00001029747,0.000001390468,0.000001743924,0.0001037174,2.288633e-7,0.0000649559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02111701,"threshold_uncertainty_score":0.04198819,"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."}}