{"id":"W3023535666","doi":"","title":"The Canadian immigrant labour market in 2007: analysis by region of postsecondary education","year":2008,"lang":"en","type":"article","venue":"","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Metropolitan area; Unemployment; Demographic economics; Labour economics; Economics; Sociology; Political science; Geography; Economic growth","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":[0.0014121,0.0006123278,0.0006446835,0.007026931,0.003470013,0.002235255,0.001495819,0.0005988066,0.002095684],"category_scores_gemma":[0.002376061,0.000285543,0.00104129,0.01567344,0.0005509043,0.0004750886,0.001705969,0.0008277719,0.0004916574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03315016,"about_ca_system_score_gemma":0.04750996,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9943399,"about_ca_topic_score_gemma":0.9969335,"domain_scores_codex":[0.9983784,0.00009536818,0.00008751934,0.00009072098,0.0006754177,0.0006726382],"domain_scores_gemma":[0.996552,0.0001195499,0.0004329075,0.0000585052,0.002175918,0.0006611018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002100782,0.00006477707,0.963957,0.0001152601,0.00008219141,0.0002282163,0.005627595,0.0003093576,0.0002374331,0.0005852364,0.009362157,0.01922068],"study_design_scores_gemma":[0.000003728292,0.00001730709,0.9827508,0.00004389704,0.00001718213,0.00005663259,0.009203895,0.0002065488,0.00008248241,0.00001873928,0.007581033,0.00001754068],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9663037,0.002350914,0.0001919916,0.0007369898,0.00004473572,0.0001334382,0.02198763,0.00003154514,0.008219096],"genre_scores_gemma":[0.9643814,0.003737524,0.0005581711,0.0003223565,0.00003988542,0.0001606677,0.02273532,0.00003390013,0.008030706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03315016,"threshold_uncertainty_score":0.2405224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01120324421397905,"score_gpt":0.2545052088545104,"score_spread":0.2433019646405313,"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."}}