{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002223577,0.0003155835,0.0005771723,0.0007701521,0.0005505558,0.00004682121,0.00032544,0.0002282472,0.0002397092],"category_scores_gemma":[0.0001901903,0.0004149685,0.000239334,0.0006450042,0.0004476277,0.0004371448,0.0001562562,0.0002461002,0.00009160999],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008717421,"about_ca_system_score_gemma":0.0006882539,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1277055,"about_ca_topic_score_gemma":0.006372546,"domain_scores_codex":[0.9980568,0.00009196305,0.0003877377,0.0006768063,0.0002419675,0.0005447499],"domain_scores_gemma":[0.9983654,0.0001318792,0.0004491498,0.0003277473,0.0002607992,0.0004650299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002781228,0.0001427999,0.06170665,0.00003028323,0.0001472281,0.000196464,0.0002300041,0.0004186379,0.0001174522,0.9364324,0.0001839769,0.0001160422],"study_design_scores_gemma":[0.00296614,0.0008228886,0.564876,0.0003173891,0.0001471291,0.0000513596,0.005700235,0.0008432112,0.0006790257,0.008523395,0.4137205,0.001352797],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6734189,0.00005974802,0.0001862367,0.0004494204,0.0004439079,0.0003075685,0.0005651678,0.00004694316,0.3245221],"genre_scores_gemma":[0.9901595,0.00005252393,0.0001526602,0.0002123743,0.00007278165,3.049057e-7,0.00003582874,0.00001624843,0.009297787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.927909,"threshold_uncertainty_score":0.9998302,"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."}}