{"id":"W4394701133","doi":"10.25071/pnchb279","title":"Administering temporary foreign worker status in Canada","year":2018,"lang":"en","type":"article","venue":"Canada Watch","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Demographic economics; Economics","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":[0.006176401,0.0002133629,0.0004130189,0.002304404,0.008699813,0.00391873,0.001883033,0.001800718,0.004780211],"category_scores_gemma":[0.01889944,0.0004642547,0.0004228127,0.003521288,0.001907619,0.001191888,0.002422015,0.003722759,0.0006730509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08193585,"about_ca_system_score_gemma":0.3370285,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9955068,"about_ca_topic_score_gemma":0.998611,"domain_scores_codex":[0.9945883,0.0005067876,0.0002466905,0.000208848,0.0017797,0.002669718],"domain_scores_gemma":[0.9654033,0.002443218,0.001469166,0.0005188051,0.01816458,0.012001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003661917,0.0004167295,0.3312665,0.0005850552,0.00006616062,0.0006213657,0.01495837,0.0006065531,0.00124422,0.01135448,0.4166861,0.2218283],"study_design_scores_gemma":[0.0001232369,0.0002780403,0.6416781,0.001169241,0.0000865251,0.0001325632,0.04510195,0.0005452406,0.0008781709,0.0009665925,0.3089166,0.0001237452],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5059939,0.01801696,0.001295974,0.2569864,0.005591398,0.001735713,0.01008425,0.0004003412,0.1998949],"genre_scores_gemma":[0.8576597,0.01367944,0.001790544,0.03421277,0.000557849,0.0005754828,0.002173578,0.0001556827,0.08919504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08193585,"threshold_uncertainty_score":0.594489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0507865386450361,"score_gpt":0.3423822268400233,"score_spread":0.2915956881949872,"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."}}