{"id":"W7028232918","doi":"","title":"Essays in Corporate Finance, Shareholder Litigation, and Politics","year":2023,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"Biomedical and Chemical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Concordia University; Université du Québec à Montréal; McGill University","keywords":"Shareholder; Politics; Corporate governance; Dismissal; Campaign finance; Supreme court; Voting; Ideology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005322821,0.0002648255,0.0005197963,0.001702341,0.0003167905,0.00008429991,0.0003424487,0.0006560964,0.0001039656],"category_scores_gemma":[0.0003789807,0.0002741037,0.0001241416,0.002453206,0.0006083084,0.0001247354,0.0001930007,0.00221279,0.00008712089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006577749,"about_ca_system_score_gemma":0.001797394,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007529148,"about_ca_topic_score_gemma":0.004100942,"domain_scores_codex":[0.9964743,0.0002230881,0.0003363858,0.0007807909,0.001213771,0.0009717065],"domain_scores_gemma":[0.9980271,0.0003817816,0.000132101,0.0004360557,0.0004225344,0.0006003957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008581476,0.002622491,0.5481575,0.01664461,0.001411836,0.07978823,0.004380594,0.000004376134,0.07740988,0.1013568,0.1386536,0.02098859],"study_design_scores_gemma":[0.004064482,0.001091482,0.8440974,0.002804204,0.0001297467,0.00009778474,0.004626504,0.0002845035,0.04204319,0.01755932,0.08234242,0.0008589572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9037467,0.0002722564,9.516393e-7,0.001286742,0.0002521775,0.000517931,0.00003040951,0.00009446672,0.09379838],"genre_scores_gemma":[0.6922038,0.001032072,0.000008699894,0.00001478216,0.0003185857,0.00001186728,0.0004547639,0.00004858071,0.3059069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2959399,"threshold_uncertainty_score":0.9999711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05199884872776813,"score_gpt":0.3102701550299519,"score_spread":0.2582713063021838,"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."}}