{"id":"W2774891554","doi":"10.1177/0964663917746483","title":"Temporary Foreign Workers in Canada","year":2017,"lang":"en","type":"article","venue":"Social & Legal Studies","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Citizenship; Ethnography; Foreign national; Dual (grammatical number); Focus group; Political science; Sociology; Public relations; Law","routes":{"ca_aff":true,"ca_fund":false,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002803208,0.00007343394,0.0001598068,0.00001732292,0.00225811,0.0001020971,0.0002362472,0.00004109678,0.00003338925],"category_scores_gemma":[0.0002842135,0.00007054037,0.00003578292,0.00008436728,0.0003087466,0.0002260887,0.00005953363,0.0001077117,0.000004089329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006005793,"about_ca_system_score_gemma":0.001429655,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9940321,"about_ca_topic_score_gemma":0.9998918,"domain_scores_codex":[0.9991611,0.00007365683,0.0001309653,0.000120328,0.0002713648,0.0002426123],"domain_scores_gemma":[0.9996505,0.00004479702,0.0001029633,0.00008690366,0.00007123689,0.00004360267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000008070248,0.000008684144,0.8680325,0.000005029884,0.00003539982,0.00002064522,0.01611641,0.000002886102,6.504247e-7,0.06699157,0.0459114,0.002866747],"study_design_scores_gemma":[0.000285272,0.000007235294,0.2913544,0.00001979492,0.000009101172,7.132336e-8,0.4761967,0.00001665593,0.000001912032,0.003250613,0.2286456,0.0002127145],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7760582,0.000367465,0.000001536743,0.009620382,0.0003758404,0.0001243003,0.00000711806,0.00001985334,0.2134253],"genre_scores_gemma":[0.994366,0.0001790541,0.00001199053,0.0003097384,0.0003221474,0.00001262553,0.000001327096,0.00000502331,0.004792111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5766781,"threshold_uncertainty_score":0.9990408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04634525703608826,"score_gpt":0.3474794418204695,"score_spread":0.3011341847843813,"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."}}