{"id":"W4309144631","doi":"10.36108/unizikjb/1202.40.0270","title":"EVALUATING GOVERNANCE PRACTICES AND BUSINESS OPERATIONS IN NIGERIA: ATTENDANT RESPONSE TO FRAUD PREVENTION AND RISK MANAGEMENT IN THE COVID-19 PANDEMIC ERA","year":2022,"lang":"en","type":"article","venue":"","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Business; Corporate governance; Recession; Pandemic; Loan; Finance; Risk management; Economic growth; Economics; Coronavirus disease 2019 (COVID-19)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004580415,0.0001946017,0.0002035709,0.00216699,0.001785556,0.004352202,0.0003390994,0.0005821408,0.001225988],"category_scores_gemma":[0.009570567,0.0001821879,0.0001848147,0.001987461,0.002358792,0.002416306,0.002002479,0.0008767666,0.0001454067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004038807,"about_ca_system_score_gemma":0.004165928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007774409,"about_ca_topic_score_gemma":0.01579482,"domain_scores_codex":[0.9971803,0.001520126,0.0002782853,0.0001384593,0.0004839862,0.0003988257],"domain_scores_gemma":[0.9924054,0.002933341,0.002273325,0.0002484045,0.001504611,0.000634947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001453002,0.000521704,0.8250418,0.0003197506,0.00002289832,0.001349424,0.09311359,0.001042732,0.0006943646,0.01688958,0.001268678,0.05959018],"study_design_scores_gemma":[0.00000714066,0.0003698144,0.3905875,0.0007465788,0.00002517932,0.000465103,0.5879636,0.002301267,0.001097983,0.004316396,0.01208861,0.00003079253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881792,0.0003956125,0.0006751397,0.0009658561,0.00001937895,0.0001415069,0.00005910689,0.000003021665,0.009561095],"genre_scores_gemma":[0.997666,0.0005102063,0.0007847032,0.00007640591,0.000006258264,0.0000429105,0.00003905541,0.000001551161,0.0008729657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007774409,"threshold_uncertainty_score":0.02930379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1230221960330183,"score_gpt":0.3768044518261114,"score_spread":0.2537822557930931,"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."}}