{"id":"W2146718312","doi":"10.1108/md-05-2014-0280","title":"Assessing longitudinal relationships between financial performance and downsizing","year":2014,"lang":"en","type":"article","venue":"Management Decision","topic":"Organizational Downsizing and Restructuring","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Organizational performance; Originality; Excuse; Business; Finance; Accounting; Marketing; Psychology; Political science","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":[0.0007139418,0.0001606278,0.0001574107,0.0003405238,0.0007638805,0.0007662924,0.0001631489,0.00006801428,0.0000282632],"category_scores_gemma":[0.0002623613,0.0001438028,0.0000304611,0.0004578842,0.00003796708,0.001501628,0.0003264068,0.00017338,0.0001623109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002389378,"about_ca_system_score_gemma":0.000004176935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008798324,"about_ca_topic_score_gemma":0.000004844128,"domain_scores_codex":[0.9988008,0.00001445193,0.0002705917,0.0003415892,0.000345252,0.0002273155],"domain_scores_gemma":[0.9994813,0.0001187915,0.0001135388,0.000202622,0.00006575349,0.00001800669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007378962,0.000008930124,0.8005468,0.0001253234,0.00001004032,0.000003267932,0.00001054938,0.0004441648,0.00001114871,0.01648084,0.0007378457,0.1816137],"study_design_scores_gemma":[0.0003382037,0.000004608364,0.9663639,0.0001623656,0.0000549835,0.000001703541,0.00003777964,0.003651212,0.0000114919,0.009639446,0.01954186,0.0001924127],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9477188,0.00002430645,0.02592636,0.0002306287,0.0003302026,0.0001263026,2.2375e-7,0.0001303724,0.0255128],"genre_scores_gemma":[0.9930966,0.0000134973,0.005422769,0.0001751714,0.001099455,0.000003351471,0.00001847409,0.00002324838,0.0001474098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1814213,"threshold_uncertainty_score":0.7389376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03012455210405922,"score_gpt":0.2369521255184057,"score_spread":0.2068275734143465,"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."}}