{"id":"W2903732123","doi":"10.1007/s11142-019-09497-w","title":"Director compensation and related party transactions","year":2019,"lang":"en","type":"article","venue":"Review of Accounting Studies","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":73,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo; University of Toronto","funders":"","keywords":"Corporate governance; Compensation (psychology); Equity (law); Shareholder; Executive compensation; Business; Accounting; Corporate finance; Public finance; Finance; Economics; Political science; Law; Psychology","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":[0.001426657,0.0002569026,0.0003424299,0.00576005,0.0008100735,0.002963887,0.0005528263,0.001712935,0.01510091],"category_scores_gemma":[0.009174953,0.0001660521,0.0003168272,0.008769119,0.001273829,0.001780101,0.000701439,0.001538614,0.001415897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00160727,"about_ca_system_score_gemma":0.001991743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007847858,"about_ca_topic_score_gemma":0.01911442,"domain_scores_codex":[0.9983932,0.000627026,0.00009485792,0.000153857,0.0004967773,0.00023425],"domain_scores_gemma":[0.9907799,0.00385103,0.00338421,0.0002303346,0.001071675,0.0006827024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006474368,0.001187031,0.2695765,0.002037626,0.0005467661,0.0007145967,0.00114151,0.001588421,0.0004623731,0.2007084,0.1549792,0.3664103],"study_design_scores_gemma":[0.0000606683,0.0001289431,0.6876791,0.001438662,0.0002009279,0.0009266163,0.001108756,0.0006586459,0.0003215036,0.03715521,0.2702674,0.00005359614],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1083951,0.7470345,0.0008237642,0.02299597,0.001833897,0.00003525276,0.001735069,0.00003072845,0.1171157],"genre_scores_gemma":[0.6356773,0.3198655,0.0003264934,0.002619664,0.003948209,0.00002514465,0.001839531,0.00001688127,0.03568113],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01510091,"threshold_uncertainty_score":0.05051756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02289853390465552,"score_gpt":0.2544330704134631,"score_spread":0.2315345365088076,"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."}}