{"id":"W2478614433","doi":"","title":"Labour Precarity and Other Structural Forces Affecting Migrant Workers' Health: The Case of the Undocumented Workers in Ontario, Canada","year":2014,"lang":"en","type":"article","venue":"XVIII ISA World Congress of Sociology (July 13-19, 2014)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Precarity; Migrant workers; Immigration; Demographic economics; Labour economics; Political science; Sociology; Economic growth; Economics; Gender studies; Law","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.00156073,0.0002923835,0.0007296249,0.00008963717,0.001452206,0.000007405666,0.0003675814,0.0001765534,0.0001921952],"category_scores_gemma":[0.000272409,0.0001754593,0.0001033074,0.0001844399,0.001096815,0.00006963155,0.0003409688,0.001099325,0.000001715869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003812373,"about_ca_system_score_gemma":0.001001435,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9893643,"about_ca_topic_score_gemma":0.9992533,"domain_scores_codex":[0.9960075,0.00190466,0.0008198862,0.0003620121,0.0001875379,0.0007183721],"domain_scores_gemma":[0.9958249,0.002601976,0.0008819654,0.0004450314,0.0001219958,0.0001241685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001009689,0.00001279493,0.9359396,0.00018647,0.0001714756,0.000005778621,0.01438712,0.00002348635,0.000005786957,0.002027341,0.04679596,0.0003432632],"study_design_scores_gemma":[0.001945297,0.00007852678,0.9360104,0.0004812406,0.00005861632,0.00001026341,0.01622586,0.00002359015,0.0000119472,0.001736624,0.04319435,0.0002233101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819922,0.001907303,0.000002251425,0.01226592,0.001343399,0.001108581,0.00006206481,0.00002476119,0.001293489],"genre_scores_gemma":[0.9914934,0.00001758643,0.0000341896,0.003102658,0.00009768477,0.00007894948,0.000005883461,0.0000237654,0.00514585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009889022,"threshold_uncertainty_score":0.9998478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0262346529399977,"score_gpt":0.3440295298978051,"score_spread":0.3177948769578074,"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."}}