{"id":"W4281488905","doi":"10.3390/jrfm15060233","title":"Politically Connected Firms and Forward-Looking Disclosure in the Era of Oman Vision 2040","year":2022,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reputation; Business; Shareholder; Order (exchange); Blueprint; Quality (philosophy); Accounting; Marketing; Finance; Corporate governance; Political science; Law","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":[0.001886828,0.0001128976,0.0001469808,0.001310012,0.001128312,0.003081002,0.0002790132,0.0008721914,0.003855268],"category_scores_gemma":[0.01088629,0.00009796581,0.0001370956,0.001618152,0.0008473522,0.001786847,0.001305648,0.000915247,0.000227689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001118633,"about_ca_system_score_gemma":0.0006412593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004635211,"about_ca_topic_score_gemma":0.007789649,"domain_scores_codex":[0.9984298,0.0004855254,0.0001224214,0.0001311421,0.000490194,0.0003407838],"domain_scores_gemma":[0.9658768,0.006622723,0.02439003,0.0006399821,0.0009875664,0.001482827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004862239,0.0001137784,0.9774554,0.00004923402,0.00003181137,0.0006687155,0.006085165,0.0001040691,0.0002787159,0.002266156,0.000912353,0.01198606],"study_design_scores_gemma":[0.000003534531,0.00003493551,0.9842627,0.00008878258,0.00001594747,0.0002486552,0.0109163,0.0002227679,0.0001563161,0.0005899653,0.003448899,0.00001125693],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918745,0.0009910655,0.00007185754,0.001975672,0.00002158853,0.000008639552,0.00007372574,0.000002198935,0.004980772],"genre_scores_gemma":[0.9992518,0.0001909466,0.00002467561,0.0001062903,0.00003579398,0.000001613494,0.00003265083,6.301936e-7,0.0003556847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004635211,"threshold_uncertainty_score":0.01289713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004929050266488787,"score_gpt":0.1977018301526113,"score_spread":0.1927727798861225,"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."}}