{"id":"W7148396044","doi":"10.13140/rg.2.2.18208.55043","title":"The Leaky Bucket 2024 A Closer Look at Immigrant Onward Migration in Canada","year":2024,"lang":"en","type":"article","venue":"","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Immigration; Deportation; Population; Ethnic group","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":[0.0007708924,0.00027524,0.0005451901,0.002868382,0.01999127,0.007381569,0.00136247,0.001744566,0.01616515],"category_scores_gemma":[0.00267589,0.0002234334,0.0004519114,0.007459139,0.003576385,0.002254349,0.003635216,0.003195332,0.0005971931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08442614,"about_ca_system_score_gemma":0.1302931,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.998081,"about_ca_topic_score_gemma":0.9991492,"domain_scores_codex":[0.9983919,0.0001501716,0.00002757993,0.00007055245,0.000250739,0.001108926],"domain_scores_gemma":[0.9983461,0.0001532244,0.0001020325,0.00003487317,0.0007385745,0.0006252135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003316173,0.0002116306,0.2144574,0.0005675939,0.0001103316,0.002728482,0.254222,0.001803072,0.0008241928,0.1341898,0.2229226,0.1676313],"study_design_scores_gemma":[0.0000125928,0.00004114103,0.2303068,0.0008032505,0.00003771046,0.0002106006,0.5032243,0.000452087,0.0001496102,0.004274718,0.2603828,0.0001044698],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7602853,0.01664292,0.0003752211,0.08637232,0.001096918,0.00005608124,0.002237096,0.00004888513,0.1328853],"genre_scores_gemma":[0.9275242,0.007896731,0.0002981285,0.005663105,0.000115579,0.00001913424,0.0005917445,0.00005794845,0.05783353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08442614,"threshold_uncertainty_score":0.6125574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008226949885576295,"score_gpt":0.2536976725011774,"score_spread":0.2454707226156011,"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."}}