{"id":"W3040724821","doi":"10.1111/imig.12741","title":"Becoming Permanent: The Transition Characteristics of Temporary Foreign Workers to Permanent Residents in Canada","year":2020,"lang":"en","type":"article","venue":"International Migration","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Dalhousie University; Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Duration (music); Demographic economics; Longitudinal study; Transition (genetics); Political science; Business; Medicine; Economics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005983288,0.0001410276,0.0001813422,0.001104222,0.002962201,0.001352014,0.0009075428,0.0003532318,0.002268171],"category_scores_gemma":[0.002993175,0.000146159,0.0002870327,0.001671538,0.0008903807,0.0004608604,0.001301171,0.001048358,0.0002022335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006849601,"about_ca_system_score_gemma":0.01483324,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9574786,"about_ca_topic_score_gemma":0.9802437,"domain_scores_codex":[0.9995105,0.00003849187,0.0000232102,0.00005463009,0.0001092261,0.0002638235],"domain_scores_gemma":[0.9978414,0.0001393416,0.0004902646,0.00006485934,0.0005778855,0.0008862081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002449134,0.00003038302,0.9927652,0.000006157622,0.0000068031,0.00007105183,0.002693148,0.0000672614,0.00005990421,0.0001208305,0.0007705395,0.003384251],"study_design_scores_gemma":[0.000001544952,0.00001686862,0.9854091,0.00002259842,0.000004063275,0.00005170355,0.01336918,0.0002226081,0.0000387593,0.00003894716,0.0008165569,0.000008145392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984958,0.00005274473,0.00002856567,0.0001759545,0.000004921723,0.00001064416,0.0005723097,0.000002022323,0.0006570292],"genre_scores_gemma":[0.9988554,0.00007011402,0.00004582234,0.00002782501,0.000001708,0.000006495049,0.0004386603,0.000001634481,0.0005524115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04252142,"threshold_uncertainty_score":0.08554363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02053069150666467,"score_gpt":0.2688094206054653,"score_spread":0.2482787290988006,"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."}}