{"id":"W152732188","doi":"","title":"What Happens When Canadian Aggregate Rates of Employment and Unemployment Change? A Note on the Differences in Response Patterns Across Age and Sex Groups","year":2012,"lang":"en","type":"preprint","venue":"Econstor (Econstor)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Unemployment; Per capita; Economics; Demographic economics; Unemployment rate; Aggregate (composite); Labour economics; Demography; Economic growth; Population; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002788896,0.0001988531,0.0004322129,0.00197033,0.001298054,0.003146037,0.0007001007,0.0007987604,0.003121244],"category_scores_gemma":[0.0132481,0.0002480167,0.0005767021,0.007197661,0.0009966908,0.001189457,0.001015126,0.0009024089,0.0003641418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01492148,"about_ca_system_score_gemma":0.01088534,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9495622,"about_ca_topic_score_gemma":0.9595454,"domain_scores_codex":[0.9971921,0.0004026018,0.0001528337,0.0003451773,0.0009777053,0.0009295724],"domain_scores_gemma":[0.9954793,0.0006314777,0.001377778,0.0003414461,0.001691012,0.0004788904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001338149,0.00002278808,0.9655789,0.00006811183,0.000183942,0.0001121663,0.003426573,0.0009038382,0.0002844991,0.003302789,0.004991628,0.02099097],"study_design_scores_gemma":[0.000001313687,0.000006425953,0.9940368,0.00001503289,0.00001719587,0.00001548083,0.002310648,0.0002234975,0.00006575139,0.0002355378,0.003058854,0.00001358145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9415614,0.002229602,0.0005219312,0.01796414,0.0001270576,0.00002722242,0.008766738,0.00004967626,0.02875224],"genre_scores_gemma":[0.9958922,0.0006941415,0.0001122564,0.0004409332,0.00004160405,0.000004981041,0.001435849,0.00001148862,0.001366552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05043781,"threshold_uncertainty_score":0.1082634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0933643854193285,"score_gpt":0.3631984112152292,"score_spread":0.2698340257959007,"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."}}