{"id":"W4401045890","doi":"10.1111/irel.12374","title":"<i>It's not great, but it could be worse!</i> Immigrant job quality in Canada through the lens of relative deprivation theory","year":2024,"lang":"en","type":"article","venue":"Industrial Relations A Journal of Economy and Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Immigration; Lens (geology); Relative deprivation; Quality (philosophy); Demographic economics; Through-the-lens metering; Psychology; Political science; Economics; Social psychology; Optics; Law; Physics; Philosophy; Epistemology","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":[0.002158587,0.0002449394,0.0003311779,0.002999087,0.009727456,0.006472934,0.0009060174,0.0004486551,0.003366045],"category_scores_gemma":[0.00309139,0.0001331473,0.0003569114,0.004412856,0.006444697,0.001224002,0.002665214,0.001235646,0.0001030864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05557149,"about_ca_system_score_gemma":0.05169524,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9907461,"about_ca_topic_score_gemma":0.994095,"domain_scores_codex":[0.99879,0.0002501163,0.00003446025,0.00008167292,0.0003631211,0.0004807102],"domain_scores_gemma":[0.9979095,0.0002719203,0.0002594242,0.00007293052,0.0009390109,0.0005472488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000181771,0.0001351983,0.5555139,0.0003433558,0.0001463883,0.0006919012,0.1115556,0.003882448,0.0007328106,0.2336673,0.02111,0.07203934],"study_design_scores_gemma":[0.00001947683,0.00006466326,0.6671794,0.0009549664,0.0001248198,0.0002039327,0.2546007,0.005219942,0.0003846032,0.02678845,0.04432604,0.0001330041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8976823,0.003264084,0.002039695,0.01801167,0.0001253714,0.00004922975,0.001118517,0.00001988269,0.07768918],"genre_scores_gemma":[0.9975348,0.0005402934,0.0002986777,0.0002318302,0.000009893586,0.000005388677,0.00005842355,0.000004549889,0.001316156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05557149,"threshold_uncertainty_score":0.4032012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1507799302203472,"score_gpt":0.3834148929206327,"score_spread":0.2326349627002855,"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."}}