{"id":"W3124081464","doi":"10.2139/ssrn.422560","title":"Firms, Industries, and Unemployment Insurance: An Analysis Using Employer-Employee Data","year":2003,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Statistics Canada","funders":"","keywords":"Unemployment; Business; Labour economics; Employee research; Employee engagement; Economics; Management; Economic growth","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":[0.004984062,0.0007812012,0.001859329,0.004071388,0.001423451,0.0023871,0.00190869,0.001588291,0.009513198],"category_scores_gemma":[0.01466615,0.0009277867,0.003241463,0.008931921,0.0005686442,0.001624696,0.002279808,0.002059869,0.001690739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009227312,"about_ca_system_score_gemma":0.001908826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09320635,"about_ca_topic_score_gemma":0.1004928,"domain_scores_codex":[0.9937481,0.002873891,0.0006045211,0.000794178,0.0009401848,0.001039207],"domain_scores_gemma":[0.9568663,0.03068142,0.006084564,0.001707532,0.001698016,0.002962085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005157758,0.0002368884,0.993575,0.00004556246,0.000913836,0.0001965232,0.0001585605,0.0008485207,0.0001315259,0.00009866705,0.001034348,0.002244767],"study_design_scores_gemma":[0.00005083255,0.0002945922,0.9935027,0.0000311728,0.0006543942,0.000198596,0.001007981,0.003219926,0.0001002614,0.00007713526,0.0008387612,0.0000236595],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881875,0.0005910074,0.0006059642,0.0002373062,0.00001739201,0.00003639789,0.009660899,0.00002668036,0.0006368845],"genre_scores_gemma":[0.9821002,0.0003621919,0.0005249241,0.00007241724,0.00003615291,0.00005821569,0.01517548,0.00003030213,0.001640156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09320635,"threshold_uncertainty_score":0.1853276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09438196768073767,"score_gpt":0.4046636233505216,"score_spread":0.3102816556697839,"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."}}