{"id":"W4307273316","doi":"10.3390/jrfm15100485","title":"Religiosity at the Top and Annual Report Readability","year":2022,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Islamic Finance and Banking Studies","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Religiosity; Readability; Quality (philosophy); Accounting; Social psychology; Psychology; Business; Computer science; Epistemology","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":[],"consensus_categories":[],"category_scores_codex":[0.001335046,0.0001066483,0.0001993037,0.0001037467,0.001018838,0.00005813863,0.000141175,0.00001831233,0.0000241231],"category_scores_gemma":[0.0001148176,0.00007332787,0.00007012788,0.0002147703,0.00009283696,0.0002437981,0.0008668571,0.0002176819,0.000002241537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004492883,"about_ca_system_score_gemma":0.000008794248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001705685,"about_ca_topic_score_gemma":0.00006417939,"domain_scores_codex":[0.9990242,0.0000183689,0.0003344224,0.0001649032,0.0003022626,0.0001559119],"domain_scores_gemma":[0.9992257,0.00003681754,0.0004872975,0.0001582421,0.00008836154,0.000003576713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004490157,0.0001626446,0.4683897,0.0001522965,0.0000628399,0.0007573992,0.0008253382,0.00007783947,0.000003799218,0.03533328,0.09944719,0.3943387],"study_design_scores_gemma":[0.0002338731,0.00002433325,0.5108561,0.00001115501,0.00009666417,0.00004217147,0.0002879572,0.000005941217,8.689158e-7,0.01337018,0.4749941,0.00007668861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950739,0.001196564,0.0002261134,0.001216366,0.0005893376,0.0001425745,0.0000076647,0.000009945628,0.001537525],"genre_scores_gemma":[0.9973007,0.0007646397,0.0000879588,0.00073046,0.0005160279,0.000007185465,0.000002103241,0.000006648628,0.0005842734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.394262,"threshold_uncertainty_score":0.7836185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004673999097953652,"score_gpt":0.1937778586744634,"score_spread":0.1891038595765097,"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."}}