{"id":"W7097739649","doi":"","title":"Research.","year":2009,"lang":"en","type":"article","venue":"","topic":"Organizational Downsizing and Restructuring","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Recession; Unemployment; Restructuring; Psychosocial; Work (physics); Cohort; Work hours","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001541192,0.00003319452,0.00003160742,0.0001384055,0.0001553499,0.0001548569,0.00008726751,0.00001840457,0.0004679729],"category_scores_gemma":[0.00005840073,0.00002511668,0.0000109761,0.0003912825,0.00001463776,0.0002834953,0.00002916947,0.00006706492,0.001123108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006044771,"about_ca_system_score_gemma":0.000004771273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000043293,"about_ca_topic_score_gemma":0.000003135374,"domain_scores_codex":[0.999564,0.000001968244,0.00005154321,0.00008350886,0.0001699487,0.0001290267],"domain_scores_gemma":[0.9998007,0.000008976023,0.00001088137,0.00007360875,0.0001021369,0.000003671274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003403693,0.00002075541,0.002404693,0.000009106135,0.000002205421,0.000005806869,0.000006840191,0.00005433673,0.001948998,0.9419827,0.04285723,0.01070394],"study_design_scores_gemma":[0.0002735256,0.000009152915,0.3546147,0.00002163126,0.000005325423,0.000003574849,0.0001788036,0.001098498,0.00109895,0.2475836,0.3949012,0.0002111318],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2772941,0.0000238162,0.0001050111,0.006399142,0.0001467869,0.00004730714,5.054893e-8,0.0002063286,0.7157775],"genre_scores_gemma":[0.9943559,0.000001199781,0.0001821056,0.002114086,0.001163846,2.371603e-7,0.000002406079,0.000004324163,0.002175875],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7170618,"threshold_uncertainty_score":0.9996547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03117889622292914,"score_gpt":0.277698453372187,"score_spread":0.2465195571492578,"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."}}