{"id":"W2970320707","doi":"10.1177/0001839219869913","title":"Election Cycles and Organizations: How Politics Shapes the Performance of State-owned Enterprises over Time","year":2019,"lang":"en","type":"article","venue":"Administrative Science Quarterly","topic":"Political Influence and Corporate Strategies","field":"Business, Management and Accounting","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Politics; Incentive; Disadvantaged; State (computer science); State owned; Business; Market economy; State capitalism; Political economy; Economic system; Capitalism; Economics; Political science; Economic growth","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001969373,0.00012553,0.0001277198,0.0001153328,0.0002831478,0.0005733601,0.0002626078,0.00002360075,0.00009839008],"category_scores_gemma":[0.00004729814,0.00008460755,0.00001965663,0.0007936341,0.0008322012,0.002684009,0.00002300347,0.0000728734,0.0000989823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001794057,"about_ca_system_score_gemma":0.0001870028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008774814,"about_ca_topic_score_gemma":0.00001476754,"domain_scores_codex":[0.999022,0.000009456352,0.0001707979,0.0002307157,0.0002798591,0.0002871416],"domain_scores_gemma":[0.9992697,0.0000536345,0.0001674254,0.0001401269,0.0003489426,0.00002021251],"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":[0.00008685167,0.0002455975,0.344944,0.0003166289,0.00005681038,0.000004685103,0.003379077,0.00003741168,0.2427635,0.4030323,0.0003489268,0.004784254],"study_design_scores_gemma":[0.0005612489,0.001330921,0.9118474,0.0001421488,0.00005842766,0.00001230386,0.01216475,0.01852561,0.02286732,0.03102295,0.000855205,0.0006117005],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947935,0.00001273768,0.00002989234,0.0006149648,0.00006371624,0.0001765229,0.000005716602,0.00003256298,0.004270403],"genre_scores_gemma":[0.999038,0.000002933936,0.00002400866,0.0004081038,0.00007703233,0.000005149657,0.000003287246,0.000006413259,0.0004350277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5669035,"threshold_uncertainty_score":0.5528925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0117639680418137,"score_gpt":0.2490035788363564,"score_spread":0.2372396107945427,"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."}}