{"id":"W6990977680","doi":"","title":"Essays in Corporate Finance","year":2019,"lang":"en","type":"article","venue":"ScholarWorks @ UTRGV (The University of Texas Rio Grande Valley)","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Insider; Dividend; Insider trading; Profitability index; Information asymmetry; Quarter (Canadian coin); Corporate finance; Credit rating; Dividend policy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005570227,0.000217828,0.0003509597,0.0002204797,0.0002084586,0.0000754786,0.0008465325,0.0001442211,0.0006193395],"category_scores_gemma":[0.00004686663,0.000202767,0.0001674271,0.001184792,0.000158939,0.001498576,0.000236279,0.0005135009,0.001236629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004912485,"about_ca_system_score_gemma":0.00006213182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001598697,"about_ca_topic_score_gemma":0.001251923,"domain_scores_codex":[0.9986846,0.00002915928,0.0002279936,0.0003991208,0.0003156287,0.000343437],"domain_scores_gemma":[0.9986012,0.00005008939,0.0006282248,0.0005414244,0.0001633223,0.00001573749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004257771,0.0001537167,0.9663201,0.0001192953,0.00003415343,0.00006782133,0.0001020368,0.003308583,0.0001354097,0.01686891,0.009271661,0.003192572],"study_design_scores_gemma":[0.002695975,0.0000207095,0.7932556,0.0002762065,0.00004230303,0.000001415871,0.0001396984,0.001660519,0.00001803753,0.004886589,0.1966682,0.0003347747],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9754922,0.0002347183,0.0003131196,0.00108897,0.0003225044,0.0003849036,0.000008527618,0.00005246785,0.02210252],"genre_scores_gemma":[0.9923717,0.0003117722,0.0001156402,0.0004479065,0.00009998753,5.881071e-7,0.00001234847,0.00001923357,0.006620859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1873965,"threshold_uncertainty_score":0.999541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01416386641720359,"score_gpt":0.1688210364477115,"score_spread":0.1546571700305079,"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."}}