{"id":"W1973840944","doi":"10.3138/cjwl.24.1.053","title":"Le degré de déqualification professionnelle et son effet sur les revenus d'emploi des femmes immigrantes membres d'une minorité visible du Québec","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Women and the Law/Revue Femmes et Droit","topic":"Labor market dynamics and wage inequality","field":"Economics, Econometrics and Finance","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Census; Job market; Human capital; Position (finance); Order (exchange); Sociology; Demographic economics; Political science; Economic growth; Business; Economics; Demography; Population; Law; Work (physics)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004701535,0.0001802221,0.0005290919,0.000178468,0.0003936077,0.0001586716,0.0003215476,0.0001077468,0.00006704685],"category_scores_gemma":[0.0005234767,0.0001568326,0.0001420688,0.0001999815,0.000269526,0.0004433707,0.00003258784,0.0002926411,0.000009009203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003576185,"about_ca_system_score_gemma":0.0005257095,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3837982,"about_ca_topic_score_gemma":0.432154,"domain_scores_codex":[0.9983097,0.0002219325,0.0006743274,0.0001734964,0.00004367479,0.0005768877],"domain_scores_gemma":[0.9981936,0.0003885593,0.0005771946,0.0002474803,0.000107323,0.0004858958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008042464,0.00006713619,0.2280881,0.000119709,0.0001036813,0.00001051969,0.01850922,0.0000162571,0.00002250579,0.7515415,0.000342348,0.001098576],"study_design_scores_gemma":[0.003281887,0.000166558,0.4302894,0.000298403,0.00004448352,0.0002256812,0.007089896,0.0003495887,0.0001014005,0.5212932,0.03626978,0.0005897377],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9705487,0.0091984,0.0003474982,0.01708579,0.0002637234,0.0001565715,0.0001274046,0.000008291668,0.002263636],"genre_scores_gemma":[0.9970612,0.0006504916,0.0001979854,0.000881893,0.0002091317,0.00001970601,0.0000085797,0.0000321821,0.0009388423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2302482,"threshold_uncertainty_score":0.6395448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03446745633205539,"score_gpt":0.2280285204328412,"score_spread":0.1935610641007858,"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."}}