{"id":"W4286357992","doi":"10.2139/ssrn.4161776","title":"The Unequal Consequences of Job Loss Across Countries","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Job loss; Business; Demographic economics; Environmental science; Economics; Unemployment; 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":[0.003015867,0.0001946527,0.0005078021,0.003585157,0.003102463,0.003956435,0.0006057996,0.001023319,0.00813964],"category_scores_gemma":[0.01081556,0.0002476913,0.000392533,0.00513282,0.004675474,0.00330993,0.006978504,0.001304017,0.0005520957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001727648,"about_ca_system_score_gemma":0.0009966836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01785291,"about_ca_topic_score_gemma":0.03281029,"domain_scores_codex":[0.9944593,0.00225653,0.0001865507,0.0002891305,0.0005543543,0.002254169],"domain_scores_gemma":[0.9943395,0.002128725,0.001439852,0.0003991803,0.0008533451,0.0008394272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003189237,0.0004320378,0.6901506,0.0006557786,0.001021247,0.002693667,0.04261692,0.004927939,0.0009907172,0.1315492,0.01080627,0.1109665],"study_design_scores_gemma":[0.00006692284,0.0002137273,0.8842069,0.0005903912,0.0001349703,0.000341674,0.08194494,0.0003125301,0.0001866087,0.02168851,0.01027099,0.00004191205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9532793,0.004648839,0.0002772551,0.00627178,0.0001360707,0.00001789506,0.0004548899,0.000005377613,0.03490869],"genre_scores_gemma":[0.9983675,0.0006327127,0.00002545148,0.0002763888,0.000026873,0.000006000781,0.00006466749,0.000003219301,0.0005972463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01785291,"threshold_uncertainty_score":0.03549796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02879550294533367,"score_gpt":0.3910534964289742,"score_spread":0.3622579934836406,"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."}}