{"id":"W4249927970","doi":"10.2139/ssrn.1571836","title":"Transparency, Institutions and Firm Value: Evidence from the Global Financial Crisis","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Corruption and Economic Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Transparency (behavior); Financial crisis; Financial system; Business; Accounting; Value (mathematics); Enterprise value; Economics; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002205065,0.0002034634,0.0004235469,0.00140677,0.0007408359,0.002816961,0.0003968931,0.001658483,0.003766562],"category_scores_gemma":[0.02006541,0.0001821369,0.0002460878,0.003340202,0.002375146,0.002471995,0.001486878,0.00204618,0.0003593394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001156747,"about_ca_system_score_gemma":0.001148951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01673217,"about_ca_topic_score_gemma":0.02188416,"domain_scores_codex":[0.9991826,0.0002503456,0.00005357294,0.00006305661,0.0002155001,0.0002348797],"domain_scores_gemma":[0.9514459,0.02091025,0.02213347,0.001230386,0.002529263,0.001750725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002812631,0.0005535412,0.9234782,0.0003563825,0.0002685754,0.0007433507,0.00323002,0.002597221,0.0005419725,0.01602145,0.01103311,0.0383634],"study_design_scores_gemma":[0.0001418695,0.0001534401,0.9779504,0.0001509729,0.0001569505,0.0001649448,0.004192021,0.001022514,0.0004313643,0.009454488,0.006148371,0.0000327948],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763667,0.003233516,0.0001601307,0.009169556,0.00003209353,0.00001073961,0.0008293402,0.000009490196,0.01018834],"genre_scores_gemma":[0.9983233,0.0009109912,0.00001730722,0.0001835752,0.00003581731,0.000001998867,0.0001823738,0.000002461796,0.0003422002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01673217,"threshold_uncertainty_score":0.03326952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0302516605153283,"score_gpt":0.3107649699605358,"score_spread":0.2805133094452075,"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."}}