{"id":"W1773325252","doi":"10.1111/cars.12011","title":"Impact of Canadian Postsecondary Education on Occupational Prestige of Highly Educated Immigrants","year":2013,"lang":"fr","type":"article","venue":"Canadian Review of Sociology/Revue canadienne de sociologie","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University; York University","funders":"","keywords":"Immigration; Political science; Ethnology; Occupational mobility; Humanities; Sociology; Demographic economics; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001899505,0.0004400181,0.001286084,0.001181439,0.0003438269,0.00001229246,0.0008902317,0.0009900711,0.004506393],"category_scores_gemma":[0.002670303,0.0004594492,0.0006570067,0.001229785,0.002832796,0.000224895,0.00002143547,0.0005754158,0.0001714091],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006406108,"about_ca_system_score_gemma":0.07187974,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9947762,"about_ca_topic_score_gemma":0.9654922,"domain_scores_codex":[0.9948961,0.001358754,0.00138879,0.0005096901,0.000121989,0.001724696],"domain_scores_gemma":[0.9931096,0.0007704311,0.001238003,0.0006597517,0.001604364,0.002617789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008319108,0.0001900097,0.4574864,0.005753294,0.0005224997,0.000004813529,0.05747266,0.00001747636,0.0001592115,0.1309031,0.3310681,0.0164141],"study_design_scores_gemma":[0.0001818833,0.0004321556,0.9290059,0.005819174,0.0001523227,0.00001566871,0.02107399,0.000004629363,0.000009558797,0.003549519,0.03929264,0.0004626007],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8797002,0.07957354,2.941049e-7,0.02555397,0.00225314,0.00134964,0.002544062,0.00001019176,0.009014963],"genre_scores_gemma":[0.9720235,0.01979692,0.0001280625,0.004008765,0.00071508,0.0001883876,0.0005183922,0.00003934213,0.002581513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4715195,"threshold_uncertainty_score":0.9998809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06705164956918518,"score_gpt":0.3536324714596198,"score_spread":0.2865808218904347,"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."}}