{"id":"W2947709482","doi":"10.1007/s10997-019-09471-3","title":"Political connections and voluntary disclosure: the case of Canadian listed companies","year":2019,"lang":"en","type":"article","venue":"Journal of Management & Governance","topic":"Political Influence and Corporate Strategies","field":"Business, Management and Accounting","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec en Outaouais; Université du Québec à Montréal","funders":"","keywords":"Politics; Corporate governance; Voluntary disclosure; Accounting; Business; Position (finance); Turnover; Voluntary association; Public relations; Finance; Political science; Economics; Market economy; Management; Law","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":[0.002897088,0.0002127814,0.0003499934,0.001333465,0.02000931,0.009499563,0.001621984,0.006670644,0.006325073],"category_scores_gemma":[0.01494601,0.0002442021,0.0002863246,0.003099685,0.006808051,0.001916045,0.002468626,0.004379751,0.0001911703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05445736,"about_ca_system_score_gemma":0.06066101,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9678101,"about_ca_topic_score_gemma":0.9838378,"domain_scores_codex":[0.9963021,0.0005511022,0.00007122572,0.0001254909,0.0006104845,0.002339589],"domain_scores_gemma":[0.9879329,0.007075957,0.001525302,0.0002593737,0.001658776,0.001547767],"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":[0.0006315329,0.0003879736,0.1440817,0.0002213528,0.00008128241,0.01350354,0.2582622,0.003668174,0.001243163,0.4907577,0.03129871,0.05586257],"study_design_scores_gemma":[0.0002843119,0.0001109438,0.1679392,0.0005682251,0.0002770233,0.002696587,0.5650898,0.005662074,0.001487741,0.05280425,0.2027644,0.0003155948],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8484204,0.001653681,0.0002853983,0.02564207,0.00004861402,0.00004384303,0.000129671,0.00001024435,0.123766],"genre_scores_gemma":[0.9949344,0.0003269131,0.00003677323,0.0005492597,0.0000135508,0.000003862586,0.00001664791,0.000001910256,0.004116789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05445736,"threshold_uncertainty_score":0.3951176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01682804681679629,"score_gpt":0.220409694082733,"score_spread":0.2035816472659367,"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."}}