{"id":"W3134322804","doi":"10.3138/cpp.2020-112","title":"Fiscal Impact of Recent Immigrants to Canada","year":2021,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Refugee; Government (linguistics); Demographic economics; Political science; Fiscal year; New immigrants; Economics; Development economics; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0006676532,0.0002864589,0.0003100992,0.001851571,0.007870333,0.003163895,0.0007844813,0.0006787194,0.007664398],"category_scores_gemma":[0.003782389,0.0001685733,0.0004717844,0.002929472,0.001155363,0.0006099714,0.00250562,0.001933661,0.0003872042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05221369,"about_ca_system_score_gemma":0.08236478,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9935887,"about_ca_topic_score_gemma":0.9962445,"domain_scores_codex":[0.9990574,0.00006269768,0.00003264641,0.00004460141,0.0002390373,0.0005636795],"domain_scores_gemma":[0.9974484,0.00007384402,0.0003671775,0.00003789224,0.001024416,0.001048243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008849596,0.0003609996,0.8452535,0.0003238629,0.0002331292,0.001466961,0.01342915,0.001184477,0.0005580715,0.01298399,0.04732982,0.07599109],"study_design_scores_gemma":[0.00005988655,0.000108163,0.8947468,0.0005511341,0.0001172545,0.0003752653,0.03509589,0.0004851822,0.0002343998,0.000759181,0.06736535,0.0001014694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9499522,0.003464866,0.00004457383,0.01096443,0.0002233598,0.00003212866,0.003452756,0.00001240131,0.03185342],"genre_scores_gemma":[0.9833304,0.004387754,0.00007761724,0.00134209,0.00006263519,0.00001373524,0.001729024,0.00001127823,0.0090454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05221369,"threshold_uncertainty_score":0.3788386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02245757297112012,"score_gpt":0.3166829078771216,"score_spread":0.2942253349060015,"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."}}