{"id":"W3088313311","doi":"10.22495/cbv16i3art1","title":"The political duality: On the advantages and disadvantages of ex-politicians and former government officials serving on boards of directors","year":2020,"lang":"en","type":"article","venue":"Corporate Board role duties and composition","topic":"Political Influence and Corporate Strategies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Corporate governance; Politics; Resource dependence theory; Context (archaeology); Agency (philosophy); Government (linguistics); Public relations; Political science; Situated; Public administration; Management; Business; Sociology; Economics; Law; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005990722,0.0001487261,0.0002793401,0.002306528,0.005977114,0.006154602,0.0006324578,0.0007795447,0.004892634],"category_scores_gemma":[0.01094179,0.0001548767,0.0001307466,0.001800151,0.01007542,0.004422206,0.004486274,0.001727863,0.0002560047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006169118,"about_ca_system_score_gemma":0.006184368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05828371,"about_ca_topic_score_gemma":0.1142024,"domain_scores_codex":[0.9946213,0.002482653,0.00008379752,0.000427097,0.001104099,0.001281011],"domain_scores_gemma":[0.9936438,0.002848865,0.00159177,0.0001766093,0.0005638053,0.001175166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003699081,0.0002494627,0.3629526,0.0001222676,0.00002215185,0.000782561,0.3233407,0.0000944022,0.001634553,0.2337475,0.002594668,0.07408924],"study_design_scores_gemma":[0.00003249299,0.0001303919,0.2881633,0.0003017774,0.00004563463,0.0005566045,0.6552757,0.0004095293,0.0006997316,0.01871615,0.0356362,0.0000325372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9344625,0.001189069,0.0007826186,0.00559263,0.00005820497,0.00001157265,0.00002973037,0.000002882489,0.05787071],"genre_scores_gemma":[0.9986172,0.0001983761,0.00008963828,0.0003085126,0.00001859872,0.000003029635,0.000007319787,0.000002521592,0.0007549161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05828371,"threshold_uncertainty_score":0.115889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03078655992918861,"score_gpt":0.2320087144305491,"score_spread":0.2012221545013605,"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."}}