{"id":"W1542522439","doi":"","title":"Immigrant Labour Market Performance and Skilled Immigrant Selection: The International Experience","year":2004,"lang":"en","type":"article","venue":"CIRANO Project Reports","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Political science; Context (archaeology); Immigration policy; Humanities; Ethnology; Sociology; Geography; Art; Law","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":[0.001550463,0.0001843492,0.0002300454,0.00150339,0.00185118,0.002000301,0.0003309141,0.0004004347,0.003383117],"category_scores_gemma":[0.00310883,0.00006568243,0.0001461356,0.00390426,0.001908062,0.0007001227,0.00118597,0.0005452693,0.0002047518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002630044,"about_ca_system_score_gemma":0.004331944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2203892,"about_ca_topic_score_gemma":0.3356373,"domain_scores_codex":[0.9994572,0.0001408063,0.00004136939,0.00004859286,0.0001634521,0.0001485929],"domain_scores_gemma":[0.9986144,0.0006183462,0.0002306228,0.00003645886,0.0003158131,0.000184319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000198057,0.0001223379,0.2819108,0.001407091,0.00006031296,0.00334359,0.3380873,0.0004715007,0.0008234874,0.02030829,0.01275127,0.3405159],"study_design_scores_gemma":[0.000005685175,0.0003305688,0.5114975,0.0020707,0.00005365991,0.002340551,0.2139336,0.00009182007,0.0004655072,0.0005351534,0.2686192,0.00005607894],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8889938,0.05313283,0.0001394403,0.004059202,0.0002346085,0.00002282395,0.0002821387,0.000009412915,0.05312577],"genre_scores_gemma":[0.8991402,0.08349163,0.000198502,0.0007106867,0.0001672203,0.00002126808,0.0003191975,0.00001394354,0.01593737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2203892,"threshold_uncertainty_score":0.4382129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01036634562762307,"score_gpt":0.2786678628115539,"score_spread":0.2683015171839308,"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."}}