{"id":"W3152637825","doi":"10.2139/ssrn.3811104","title":"Ownership Structure and Short Covering: Evidence from Earnings Announcements","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Earnings; Business; Financial system; Accounting","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":[0.001911448,0.000181471,0.0002654448,0.001722676,0.0004924341,0.001922989,0.0004355407,0.0007241388,0.005818051],"category_scores_gemma":[0.02273075,0.0002125837,0.0001814984,0.002432684,0.0004783164,0.001383221,0.0008940409,0.0006540748,0.0009071057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004800057,"about_ca_system_score_gemma":0.0004443334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01033894,"about_ca_topic_score_gemma":0.01045649,"domain_scores_codex":[0.9990128,0.0002196976,0.0001236314,0.0001118806,0.0003380103,0.0001939189],"domain_scores_gemma":[0.9280658,0.0234743,0.04025661,0.002144483,0.003238237,0.002820538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001142112,0.0002931152,0.9762157,0.00005765008,0.00006545817,0.000184438,0.0007397028,0.0003299604,0.0007556094,0.000662187,0.001965167,0.01758888],"study_design_scores_gemma":[0.00001599978,0.0001292859,0.9972392,0.00001656372,0.00003048495,0.00005050365,0.0005537707,0.0002621668,0.0002389575,0.000259643,0.001195702,0.000007726475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949054,0.0005584484,0.000105095,0.0003287352,0.00001743845,0.00001120119,0.0008655405,0.000008484199,0.003199755],"genre_scores_gemma":[0.9970751,0.0004179321,0.00004966547,0.00004057101,0.00005868162,0.000005111787,0.001200021,0.000004694536,0.001148165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01033894,"threshold_uncertainty_score":0.02055752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01208194296837282,"score_gpt":0.2193603375667818,"score_spread":0.207278394598409,"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."}}