{"id":"W7043697003","doi":"","title":"W5: Tough times for Canada's invisible migrant workforce","year":2020,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Workforce; Government (linguistics); Immigration; Work (physics)","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":[0.002085437,0.0004250894,0.0003062276,0.001510714,0.06926318,0.01566128,0.002074182,0.01094234,0.03551657],"category_scores_gemma":[0.006230379,0.0004105281,0.0006515143,0.001390873,0.006757917,0.003448181,0.00633827,0.01196254,0.002638933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05270324,"about_ca_system_score_gemma":0.1888763,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9726133,"about_ca_topic_score_gemma":0.9919116,"domain_scores_codex":[0.9943811,0.0003224585,0.00005823324,0.0001997442,0.0007971599,0.004241288],"domain_scores_gemma":[0.9917867,0.0004597026,0.0001874684,0.0001014749,0.001234679,0.006230023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000781054,0.0001165713,0.01519151,0.00006454912,0.00001456927,0.001687194,0.04315178,0.0002149634,0.0005979713,0.127191,0.7829933,0.02869856],"study_design_scores_gemma":[0.0000234127,0.00004445896,0.02353211,0.000247715,0.00001439687,0.0002193231,0.2164445,0.0002951983,0.0002729001,0.009452355,0.749356,0.00009768355],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1750167,0.001207793,0.0008839112,0.4662247,0.004254049,0.000149272,0.0008337134,0.0001601985,0.3512697],"genre_scores_gemma":[0.5568038,0.000621645,0.0006707347,0.125287,0.0004125778,0.0001008868,0.0002213529,0.000174015,0.3157081],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06926318,"threshold_uncertainty_score":0.3823905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01976824161865717,"score_gpt":0.2674308168612428,"score_spread":0.2476625752425856,"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."}}