{"id":"W3042964304","doi":"","title":"Politically-connected directors: a Canadian perspective on ex-politicians and former government officials joining corporate boards of directors","year":2019,"lang":"en","type":"article","venue":"Saint Mary's University Institutional Repository (Saint Mary's University)","topic":"Global Financial Regulation and Crises","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Government (linguistics); Corporate governance; Business; Political science; Public relations; Public administration; Finance","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006632399,0.0003450262,0.0004562994,0.006544549,0.02044565,0.008580912,0.001610218,0.001663275,0.006050742],"category_scores_gemma":[0.01810607,0.000371155,0.0002234826,0.009104491,0.009317778,0.003210607,0.003331086,0.003086941,0.0002140732],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1159268,"about_ca_system_score_gemma":0.135608,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9942017,"about_ca_topic_score_gemma":0.9977623,"domain_scores_codex":[0.9924247,0.001657924,0.0001223698,0.0005462563,0.001874796,0.003374012],"domain_scores_gemma":[0.9827583,0.004119504,0.00244263,0.0003491236,0.004237165,0.006093178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002376503,0.0002001462,0.3031476,0.0002275643,0.00004816235,0.00113063,0.3784153,0.0008541449,0.0009607911,0.2241096,0.04275923,0.04790928],"study_design_scores_gemma":[0.00003549261,0.00006166941,0.3295364,0.0005029439,0.00005817461,0.0002641193,0.4920918,0.001318567,0.0004022816,0.009807277,0.1657329,0.0001882085],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.758781,0.005514981,0.001314588,0.06761728,0.0002179092,0.0001232523,0.001171176,0.00002162424,0.1652383],"genre_scores_gemma":[0.9883831,0.002135525,0.0003338469,0.002598458,0.00003933106,0.0000155401,0.0001721617,0.000007951273,0.00631401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8840732,"threshold_uncertainty_score":0.8411118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01400903506377062,"score_gpt":0.1766979298790214,"score_spread":0.1626888948152508,"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."}}