{"id":"W4310030243","doi":"10.1177/01492063221136839","title":"Corporate Political Connections: A Multidisciplinary Review","year":2022,"lang":"en","type":"review","venue":"Journal of Management","topic":"Political Influence and Corporate Strategies","field":"Business, Management and Accounting","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Conceptualization; Politics; Positive economics; Field (mathematics); Sociology; Multidisciplinary approach; Perspective (graphical); Epistemology; Political science; Public relations; Social science; Economics; Law","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001173996,0.0004737859,0.001806096,0.0007671455,0.0002332078,0.0002575185,0.0008668053,0.00009553147,0.00158804],"category_scores_gemma":[0.00009950162,0.0003593292,0.001002318,0.001017386,0.0001132916,0.0008586197,0.0007134562,0.000746204,0.0004668645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002512532,"about_ca_system_score_gemma":0.0001677574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001971004,"about_ca_topic_score_gemma":0.000001344566,"domain_scores_codex":[0.9966174,0.00008156484,0.00170797,0.000317093,0.0006983599,0.0005776432],"domain_scores_gemma":[0.9962575,0.0001236367,0.002949667,0.0004219956,0.0001844431,0.00006274255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000101036,0.0001939225,0.00000381244,0.1080545,0.0004636146,0.001129157,0.000001275018,0.000002629435,9.389201e-9,0.5261323,0.02896626,0.3350424],"study_design_scores_gemma":[0.0001784275,0.00003923558,0.000006502429,0.02678341,0.003219058,0.0001650591,0.0001660894,0.000004270886,9.22785e-9,0.02191214,0.9471724,0.0003534152],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001363974,0.9366338,0.00003348338,0.0007889713,0.000979335,0.0006738648,0.000008871496,0.00004307007,0.06083723],"genre_scores_gemma":[0.000008504318,0.9951324,0.0001088943,0.002483139,0.00139336,0.0001004873,0.00004348075,0.00005516196,0.0006745458],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9182062,"threshold_uncertainty_score":0.9998859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1681203547625482,"score_gpt":0.3519459154256134,"score_spread":0.1838255606630652,"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."}}