{"id":"W3031052084","doi":"10.5539/ibr.v13n6p128","title":"The Impact of Political Connection on Earnings Management in China’s Private Enterprises","year":2020,"lang":"en","type":"article","venue":"International Business Research","topic":"Political Influence and Corporate Strategies","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Earnings management; Accrual; Corporate governance; Business; China; Politics; Earnings; Accounting; Quality (philosophy); Private capital; Finance; Economics; Foreign direct investment; Macroeconomics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003868001,0.0001096372,0.0001177002,0.0003068062,0.0001187321,0.0003262743,0.0005147591,0.00003645022,0.0001573068],"category_scores_gemma":[0.0006014602,0.00007373178,0.0000641661,0.0008456222,0.0002188226,0.0005224767,0.0002702646,0.0002640736,0.0002262714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001041772,"about_ca_system_score_gemma":0.00004112045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003093683,"about_ca_topic_score_gemma":0.00001696751,"domain_scores_codex":[0.9984269,0.00002854507,0.0002676371,0.0002163422,0.0006393151,0.0004212218],"domain_scores_gemma":[0.9991707,0.0001267495,0.00007550965,0.0001285347,0.0004719688,0.00002648817],"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":[0.0005722235,0.0001663961,0.1382224,0.00008387132,0.00008511253,0.00005556931,0.00003555322,0.001664354,0.0006153769,0.8554796,0.001311064,0.001708465],"study_design_scores_gemma":[0.0003399704,0.0000326394,0.9665782,0.00006972517,0.000002843633,8.112354e-7,0.0002184249,0.002067772,0.0001004721,0.02743898,0.003075034,0.00007509168],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8942536,0.000007074759,0.00007277387,0.01216101,0.0001174658,0.000186614,0.000003627874,0.0000271245,0.09317074],"genre_scores_gemma":[0.9990036,0.00002319757,0.000007871632,0.0003394304,0.0004615075,0.00002843934,0.00001433314,0.00001139505,0.0001102192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8283558,"threshold_uncertainty_score":0.4676743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07470156910610053,"score_gpt":0.378244912373647,"score_spread":0.3035433432675465,"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."}}