{"id":"W4214646509","doi":"10.31235/osf.io/pkfza","title":"Mexican Migration to Canada: Temporary Worker Programs, Visa Imposition, and NAFTA Shape Flows","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Illegal immigrants; Demographic economics; Political science; Geography; Development economics; Economics; 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":[0.0004014722,0.0001997032,0.0002779438,0.001167247,0.003300182,0.002971305,0.0005413902,0.0005853042,0.006042156],"category_scores_gemma":[0.002203759,0.0001127052,0.0003061923,0.002852947,0.0009950261,0.0006581189,0.001661461,0.0008402778,0.000173354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01928141,"about_ca_system_score_gemma":0.03380539,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9903465,"about_ca_topic_score_gemma":0.9951408,"domain_scores_codex":[0.9995723,0.0000512516,0.000007815699,0.00004636143,0.00005302342,0.0002691984],"domain_scores_gemma":[0.9992974,0.00008006363,0.0001562901,0.00002358507,0.0002293421,0.0002133996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004019297,0.0001023743,0.9061667,0.00009925345,0.00009386818,0.0003963011,0.01167318,0.001697864,0.0006323664,0.02271781,0.01154513,0.04447318],"study_design_scores_gemma":[0.00002374526,0.00002672637,0.9147742,0.0002092737,0.00008194587,0.00006818846,0.05499847,0.001067012,0.0003150712,0.0009982412,0.02740071,0.00003652676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.968328,0.001256108,0.0001650272,0.004730642,0.00003178601,0.00001985333,0.001767238,0.0000132308,0.02368816],"genre_scores_gemma":[0.9899364,0.001303226,0.0001901499,0.0002936112,0.000009349704,0.000009737612,0.0006522671,0.00001154878,0.007593688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01928141,"threshold_uncertainty_score":0.1398971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01684593928307607,"score_gpt":0.2811080752761501,"score_spread":0.264262135993074,"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."}}