{"id":"W4232838587","doi":"10.3138/cpp.38.2.233","title":"Temporary Foreign Workers and Regional Labour Market Disparities in Canada","year":2012,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Economic shortage; Unemployment; Labour economics; Economics; Foreign exchange; Demographic economics; Business; Economic growth","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003715875,0.0001474804,0.000199812,0.0003997119,0.0005974248,0.00001403881,0.0001358261,0.00009565546,0.0004917211],"category_scores_gemma":[0.0002372244,0.0001409094,0.00001851285,0.0003799849,0.00007882309,0.0003050496,0.0000687538,0.0003035366,0.00001033853],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002703536,"about_ca_system_score_gemma":0.01895228,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9998941,"about_ca_topic_score_gemma":0.9999295,"domain_scores_codex":[0.9979391,0.0001807102,0.0002618736,0.0001486993,0.0001433485,0.001326335],"domain_scores_gemma":[0.9984376,0.0001913851,0.00006415135,0.0001700636,0.000047892,0.001088951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002410394,0.000002134924,0.6049808,0.00002713059,0.00001021605,0.00000344553,0.0001481593,1.310837e-8,3.521479e-8,0.06625096,0.3280337,0.000541064],"study_design_scores_gemma":[0.0001729802,0.000002428874,0.6244864,0.00002973267,0.000001451991,0.000001363491,0.002924956,0.000001369226,3.389653e-8,0.0007670686,0.3715149,0.00009730663],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7537719,0.001267996,3.806566e-7,0.1101293,0.0002683201,0.0003027621,0.0001925714,0.0000214346,0.1340453],"genre_scores_gemma":[0.970184,0.0001093945,0.000008211685,0.01660057,0.0006500357,0.0001070099,0.00002983093,0.00002122661,0.01228977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2164121,"threshold_uncertainty_score":0.9866093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05358625974742899,"score_gpt":0.3263645568148574,"score_spread":0.2727782970674284,"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."}}