{"id":"W2016889220","doi":"10.1002/pa.178","title":"IPO effects: corporate restructuring when a firm goes public","year":2004,"lang":"en","type":"article","venue":"Journal of Public Affairs","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; Natural Sciences and Engineering Research Council of Canada","funders":"","keywords":"Initial public offering; Restructuring; Negotiation; Business; Accounting; Face (sociological concept); Economics; Finance; Political science; Sociology; 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":[],"consensus_categories":[],"category_scores_codex":[0.000809136,0.0002531531,0.0004006109,0.0004626567,0.0001884466,0.0007892218,0.0006391064,0.0001038371,0.0001290675],"category_scores_gemma":[0.0005951964,0.0002080371,0.0002100104,0.000758504,0.0000954761,0.005305008,0.0001484914,0.0003860922,0.0001307007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001670406,"about_ca_system_score_gemma":0.0002392997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001025749,"about_ca_topic_score_gemma":0.0001738131,"domain_scores_codex":[0.9980448,0.00001881114,0.0006201072,0.0002305397,0.0005930767,0.0004926097],"domain_scores_gemma":[0.9966838,0.00004511006,0.00237051,0.0002837238,0.0005581506,0.00005869019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003855184,0.001123496,0.430757,0.001515143,0.000764196,0.003327443,0.0006094495,0.001722275,0.005364956,0.3293688,0.131769,0.09329271],"study_design_scores_gemma":[0.006879211,0.000204685,0.2878572,0.0007025377,0.0001617601,0.0002615591,0.0007724704,0.0002000422,0.0004670883,0.167103,0.5344221,0.0009683201],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.961509,0.0006567682,0.004956981,0.02091398,0.001611922,0.0002099087,0.000003522227,0.00009520953,0.01004273],"genre_scores_gemma":[0.9959316,0.00005411532,0.0008138121,0.0006770039,0.002228962,0.000004992643,0.000004110615,0.00003816839,0.0002472873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4026531,"threshold_uncertainty_score":0.8483507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03029144749843795,"score_gpt":0.2048533872522502,"score_spread":0.1745619397538123,"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."}}