{"id":"W2108568402","doi":"10.2139/ssrn.2388976","title":"Good Disclosure, Bad Disclosure","year":2014,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Business; Actuarial 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":[0.004823599,0.0002334355,0.0004059846,0.001371642,0.0007928465,0.003362133,0.0001916812,0.001688471,0.007906577],"category_scores_gemma":[0.04704967,0.0001757806,0.0001908352,0.0008138578,0.002160033,0.002584867,0.001059431,0.001427407,0.0007444953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003483375,"about_ca_system_score_gemma":0.000465845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002423773,"about_ca_topic_score_gemma":0.0004276336,"domain_scores_codex":[0.9967085,0.001233416,0.0004548962,0.0003424211,0.0007800378,0.0004806359],"domain_scores_gemma":[0.9345264,0.03644072,0.02023073,0.003419145,0.002667782,0.002715153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003316102,0.0008402198,0.5056424,0.0009093636,0.0005457261,0.001048986,0.003769319,0.004146628,0.004222427,0.2362192,0.03847057,0.200869],"study_design_scores_gemma":[0.0004181958,0.001153349,0.3433717,0.0003991705,0.000508454,0.004990271,0.006921606,0.01127041,0.004689111,0.5930544,0.03305909,0.0001642289],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8889996,0.002913476,0.004669961,0.02632692,0.0009998413,0.00007227522,0.001114766,0.0001119911,0.07479104],"genre_scores_gemma":[0.9967303,0.0002571443,0.0002948534,0.0007884521,0.0002474888,0.000008222467,0.00007893135,0.000004327501,0.001590239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007906577,"threshold_uncertainty_score":0.02645016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009800293863477458,"score_gpt":0.1934889639479758,"score_spread":0.1836886700844984,"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."}}