{"id":"W34695440","doi":"10.1016/j.mbs.2021.108720","title":"LAYING OFF EMPLOYEES? WHAT YOU NEED TO KNOW BEFORE PASSING OUT THE PINK SLIPS...","year":2002,"lang":"en","type":"article","venue":"Mathematical Biosciences","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Simons Foundation","keywords":"Layoff; Notice; Closing (real estate); Business; Overtime; Government (linguistics); Statute; Work (physics); Labour economics; Unemployment; Law; Finance; Engineering; Economics; Political science; Economic growth","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002360845,0.0004923123,0.0004853501,0.0006131005,0.003230515,0.003141562,0.0009277517,0.002604577,0.01964012],"category_scores_gemma":[0.00838521,0.0003256481,0.0004034158,0.0006008309,0.004321116,0.007279092,0.001842914,0.002499083,0.008528604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001649219,"about_ca_system_score_gemma":0.002751614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006003504,"about_ca_topic_score_gemma":0.00700998,"domain_scores_codex":[0.9990578,0.0003447418,0.00004410452,0.0001661471,0.0001632323,0.0002239016],"domain_scores_gemma":[0.9977449,0.0005700744,0.0005372232,0.000158997,0.0004396196,0.0005491659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002910614,0.0004157276,0.03441661,0.001123103,0.00009717869,0.001797797,0.03208599,0.001966023,0.005164226,0.2720624,0.2049758,0.4456041],"study_design_scores_gemma":[0.00003792033,0.0003379715,0.01871939,0.001234946,0.00007691256,0.001974467,0.06573343,0.002635624,0.003330468,0.3175374,0.5882336,0.0001478206],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1383598,0.01816637,0.04161655,0.6184313,0.004224514,0.000167795,0.0005733695,0.0004185209,0.1780418],"genre_scores_gemma":[0.7328955,0.02191527,0.03129024,0.04713432,0.00123647,0.000269008,0.0004021331,0.0002512161,0.164606],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01964012,"threshold_uncertainty_score":0.06570274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09099458707880494,"score_gpt":0.3882755358371369,"score_spread":0.2972809487583319,"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."}}