{"id":"W2051551277","doi":"10.7202/051038ar","title":"The Impact of Layoff Announcements on Shareholders","year":2005,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Organizational Downsizing and Restructuring","field":"Business, Management and Accounting","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Layoff; Shareholder; Business; Workforce; Accounting; Demographic economics; Economics; Finance; Corporate governance; Unemployment; Economic growth","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001547821,0.0001527082,0.0001474912,0.0004922107,0.0006645958,0.001193925,0.0002088116,0.0005820636,0.002753652],"category_scores_gemma":[0.01775845,0.0000909727,0.0001572667,0.0003457132,0.0005915138,0.0004390167,0.0006281685,0.0007181701,0.0002453192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001381268,"about_ca_system_score_gemma":0.0005809513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04315399,"about_ca_topic_score_gemma":0.05452045,"domain_scores_codex":[0.9981495,0.0006408679,0.00007152784,0.0001106631,0.0006738501,0.0003536538],"domain_scores_gemma":[0.975129,0.008220306,0.01257656,0.0004779499,0.002038246,0.001557884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008907035,0.0001225068,0.9652548,0.00004810257,0.00006110015,0.0004666369,0.00472496,0.0005686685,0.003595894,0.0003967936,0.001554403,0.02231531],"study_design_scores_gemma":[0.000005698584,0.0001282995,0.9932269,0.00001262681,0.00001335401,0.00005048596,0.004157707,0.0002265068,0.0003909942,0.00007511718,0.001696705,0.00001562353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927081,0.0001964542,0.00007451848,0.0004815067,0.00002194446,0.00001314241,0.00006586294,0.000004626629,0.006433895],"genre_scores_gemma":[0.9991447,0.00007661027,0.00001907892,0.00007247438,0.0000222193,0.000002979917,0.00004500328,0.000001321198,0.0006155929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04315399,"threshold_uncertainty_score":0.08580565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02144800720057123,"score_gpt":0.2424316576176877,"score_spread":0.2209836504171165,"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."}}