{"id":"W6885188889","doi":"10.13140/rg.2.2.34650.13761","title":"Temporary Foreign Workers in Canada: Recruitment, Challenges, Best Practices.","year":2011,"lang":"en","type":"article","venue":"","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Production (economics); Payment; Agency (philosophy)","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":[0.006280985,0.0003492571,0.0004187276,0.001471695,0.01747898,0.003616828,0.003094916,0.001841513,0.005979621],"category_scores_gemma":[0.01334012,0.0003260311,0.0002853261,0.003590894,0.003147985,0.001255809,0.003919588,0.001893296,0.0006658993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04683303,"about_ca_system_score_gemma":0.325497,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9757284,"about_ca_topic_score_gemma":0.9916853,"domain_scores_codex":[0.9955074,0.00101038,0.0001566941,0.0002816331,0.000850357,0.002193497],"domain_scores_gemma":[0.989435,0.001145296,0.0004678346,0.0001952776,0.003126202,0.005630358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004569186,0.0003888693,0.2025006,0.001877587,0.00004128185,0.001281401,0.1046621,0.0005963398,0.0008582646,0.008721077,0.08863728,0.5899783],"study_design_scores_gemma":[0.00007215027,0.0003084058,0.314858,0.004589282,0.00005974039,0.000490026,0.5065202,0.0008024116,0.0005104149,0.002292434,0.1693566,0.0001404248],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.730288,0.0451279,0.002496952,0.1758339,0.001704534,0.0013004,0.001540278,0.0002272072,0.0414809],"genre_scores_gemma":[0.922554,0.02445498,0.005463371,0.01163407,0.0001803415,0.00066361,0.000737828,0.00007878245,0.03423307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04683303,"threshold_uncertainty_score":0.339799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3095430644269274,"score_gpt":0.3529630346743352,"score_spread":0.04341997024740774,"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."}}