{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007604282,0.0002465827,0.0002199794,0.001139464,0.0006523305,0.0009786754,0.0004512169,0.0004533767,0.003831732],"category_scores_gemma":[0.02537274,0.000193462,0.0004787648,0.0008768264,0.0003332928,0.001369528,0.001028589,0.001160946,0.0007315379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006602168,"about_ca_system_score_gemma":0.001049751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002592803,"about_ca_topic_score_gemma":0.003871654,"domain_scores_codex":[0.9979399,0.0007525373,0.0002772779,0.0002530282,0.0005085914,0.0002686124],"domain_scores_gemma":[0.9729424,0.006952774,0.01138423,0.001735772,0.005047095,0.001937693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009526734,0.0002546155,0.9892134,0.00003459006,0.00005059514,0.00002797331,0.0004414304,0.0001227092,0.0000967091,0.0001380809,0.0004882244,0.00903646],"study_design_scores_gemma":[0.00000428239,0.0003920402,0.9972047,0.00004355318,0.00002218259,0.00003118818,0.0007917973,0.0003058219,0.0002467279,0.0001651982,0.000781394,0.00001110126],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964057,0.0001756178,0.0006960521,0.000253734,0.00002899141,0.00009211571,0.0008303039,0.00001155169,0.001506002],"genre_scores_gemma":[0.9966308,0.0001279307,0.0007900666,0.00007888284,0.0000340587,0.0001552875,0.001496674,0.000005241119,0.0006810088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007604282,"threshold_uncertainty_score":0.04021579,"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."}}