{"id":"W2793432496","doi":"10.1111/padr.12138","title":"How Temporary Were Canada's Temporary Foreign Workers?","year":2018,"lang":"en","type":"article","venue":"Population and Development Review","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Content (measure theory); Business; Computer science; Operations management; Economics; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004330484,0.00009961706,0.000165315,0.00003202981,0.0004676153,0.00008608679,0.00008381349,0.0000456281,0.0002947451],"category_scores_gemma":[0.00008971186,0.0000855714,0.00001775639,0.0002134178,0.00004968121,0.000200741,0.00002175512,0.00005039511,0.000009377115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000105364,"about_ca_system_score_gemma":0.0007289629,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1326386,"about_ca_topic_score_gemma":0.827014,"domain_scores_codex":[0.999018,0.000101232,0.0002389315,0.0001710186,0.0003131785,0.0001576441],"domain_scores_gemma":[0.9995229,0.00001916263,0.0001314857,0.00009502174,0.00009124712,0.0001401867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003493255,0.00001239848,0.7721672,0.000314374,0.00001489911,0.000002626587,0.0008312992,1.176576e-7,3.549929e-7,0.01138501,0.09747803,0.1177902],"study_design_scores_gemma":[0.00006162311,0.000003978924,0.04811532,0.0003938434,0.000004976266,6.661595e-7,0.001220588,0.00001456479,0.000001116786,0.0001138731,0.9499315,0.0001379668],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3768893,0.1760068,0.004518072,0.1193053,0.002541837,0.006162177,0.0000443045,0.0008112658,0.3137209],"genre_scores_gemma":[0.9668235,0.01165905,0.002685454,0.005117017,0.0002023486,0.0000281513,0.0002086163,0.00001258665,0.01326329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8524535,"threshold_uncertainty_score":0.8731372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03339393291220705,"score_gpt":0.2903712070629678,"score_spread":0.2569772741507608,"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."}}