{"id":"W2078408804","doi":"10.1016/s0927-5398(01)00024-x","title":"Layoffs, shareholders' wealth, and corporate performance","year":2001,"lang":"en","type":"article","venue":"Journal of Empirical Finance","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":131,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo; University of Alberta","funders":"","keywords":"Layoff; Shareholder; Earnings; Stock (firearms); Economics; Business; Monetary economics; Stock market; Labour economics; Accounting; Corporate governance; Finance; Unemployment","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00160667,0.0002078623,0.000202366,0.0005157743,0.0004005576,0.001353187,0.0002691015,0.0009061866,0.005701416],"category_scores_gemma":[0.01212948,0.0001341669,0.0001649896,0.0004440916,0.0006713665,0.001203925,0.0007601616,0.0008552558,0.0005852869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000274978,"about_ca_system_score_gemma":0.0002525257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001565775,"about_ca_topic_score_gemma":0.00316996,"domain_scores_codex":[0.9996898,0.0001104206,0.00002947415,0.00002430038,0.00004791561,0.00009808794],"domain_scores_gemma":[0.9815415,0.00869585,0.006513823,0.0003929677,0.0003896771,0.00246625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006938959,0.0004578175,0.9858235,0.00002013806,0.00007886624,0.0003082175,0.0002568998,0.001022663,0.0003615934,0.001626785,0.0004978001,0.008851754],"study_design_scores_gemma":[0.00003144006,0.0002850275,0.9924509,0.00002965877,0.00006397754,0.0002120289,0.0006246446,0.001954151,0.0002418405,0.00357958,0.0005129336,0.00001368304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973004,0.0002806577,0.0001019482,0.0001576509,0.000008536346,0.00000349674,0.00005929424,0.000002861975,0.002085166],"genre_scores_gemma":[0.9992467,0.0000856875,0.00001761636,0.00001387346,0.00001423521,0.000001489065,0.00004222265,8.334688e-7,0.0005773375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005701416,"threshold_uncertainty_score":0.01907319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06580309758794699,"score_gpt":0.2635220175496495,"score_spread":0.1977189199617025,"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."}}