{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001778699,0.00005985476,0.00007741992,0.00004928824,0.00008111588,0.00003682376,0.0002006807,0.00002760435,0.0001062943],"category_scores_gemma":[0.0001081463,0.00005415349,0.00002772006,0.0001870336,0.0000229631,0.0001546489,0.00001324253,0.00007659275,0.000005914182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000314358,"about_ca_system_score_gemma":0.0004176657,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.790032,"about_ca_topic_score_gemma":0.9818317,"domain_scores_codex":[0.9989938,0.00008456632,0.0002807238,0.0001136509,0.0004340633,0.00009325235],"domain_scores_gemma":[0.9996142,0.00005542307,0.0001014021,0.00005312435,0.0001112572,0.00006455524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002387962,0.00007340612,0.777622,0.00002954643,0.00004666086,0.00001988749,0.1763602,0.005546807,0.001524484,0.01958402,0.01330117,0.005653013],"study_design_scores_gemma":[0.0005431534,0.00004863249,0.8220821,0.0001351357,0.0000149399,0.000001338077,0.1098344,0.04407757,0.0003086531,0.0005221886,0.02214686,0.0002850074],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9574195,0.000008913888,0.0005324933,0.03974827,0.0002048627,0.0002146372,0.00005385764,0.000009076016,0.00180843],"genre_scores_gemma":[0.9973333,0.00003360449,0.00005766208,0.00215252,0.0001575006,0.00001295655,0.0001162365,0.000005000195,0.0001311477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1917996,"threshold_uncertainty_score":0.2208315,"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."}}