{"id":"W4241768364","doi":"10.1155/2014/490914","title":"How Persistent Is the Occupation-Education Mismatch in Canada?","year":2014,"lang":"en","type":"article","venue":"ISRN Economics","topic":"Labor market dynamics and wage inequality","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Employment and Social Development Canada","funders":"","keywords":"Demographic economics; Wage; Hazard; Duration (music); Economics; Labour economics; Transition (genetics); Proportional hazards model; Statistics; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008946353,0.0001412824,0.0004633821,0.001442733,0.002977299,0.002529738,0.001150031,0.0008073685,0.00359627],"category_scores_gemma":[0.004868314,0.0001723634,0.0002993594,0.004330194,0.00140831,0.0009688451,0.001495396,0.001424895,0.0002084233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03350414,"about_ca_system_score_gemma":0.04415458,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9918849,"about_ca_topic_score_gemma":0.9934781,"domain_scores_codex":[0.9986374,0.00005685598,0.00004583458,0.0001900974,0.0003333616,0.00073647],"domain_scores_gemma":[0.9973512,0.0002851365,0.0008070042,0.00008541509,0.0006040906,0.0008671613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001370613,0.00005322456,0.9500601,0.00006082523,0.00005370179,0.0004236402,0.002685381,0.001093896,0.0002286436,0.003914403,0.003551899,0.03773712],"study_design_scores_gemma":[0.000005143069,0.00001915155,0.9867446,0.00006642649,0.00001978022,0.0001321241,0.00644829,0.001472796,0.00009058521,0.001118196,0.003857692,0.00002521857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984108,0.001841686,0.0002787801,0.007218115,0.00003753764,0.00001523092,0.001968916,0.00001256946,0.004519203],"genre_scores_gemma":[0.9982765,0.0004478164,0.00005623466,0.0002064049,0.000008584642,0.000001868476,0.0003314722,0.000003285306,0.0006678471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03350414,"threshold_uncertainty_score":0.2430906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01661439743382267,"score_gpt":0.1909364360805267,"score_spread":0.174322038646704,"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."}}