{"id":"W4417120645","doi":"10.64628/aam.ggeeu96ut","title":"Immigrant women care workers keep Ontario’s home care afloat under exploitative conditions","year":2025,"lang":"","type":"article","venue":"","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Immigration; Work (physics); Care work; Health care; Personal care; Government (linguistics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001431516,0.0002280831,0.0002732555,0.000518223,0.01693781,0.003691311,0.001199427,0.001037326,0.008619613],"category_scores_gemma":[0.00330233,0.0002574992,0.0003189414,0.0007891151,0.003927322,0.001344842,0.004741069,0.001516151,0.0008254601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02971534,"about_ca_system_score_gemma":0.06866273,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9464574,"about_ca_topic_score_gemma":0.9861553,"domain_scores_codex":[0.99858,0.0001814276,0.00003281405,0.00008301294,0.0003540465,0.000768727],"domain_scores_gemma":[0.9969932,0.0001735167,0.0002884422,0.0001235784,0.0008732377,0.001548052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004459865,0.0001704532,0.2852719,0.0003851066,0.0000744309,0.002440615,0.3828756,0.0001891829,0.003505217,0.01417195,0.1598806,0.1505889],"study_design_scores_gemma":[0.00002605697,0.0001140518,0.2275427,0.0006065295,0.00004943858,0.0002715291,0.4826057,0.0001465893,0.0003397921,0.001151324,0.2870841,0.00006235988],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8697553,0.001702808,0.0003883683,0.05637665,0.0005549638,0.00006501875,0.0005303699,0.00006711089,0.07055929],"genre_scores_gemma":[0.9473372,0.001586508,0.0004931897,0.00639173,0.0000917303,0.00004229188,0.0002078261,0.00004757063,0.04380215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05354261,"threshold_uncertainty_score":0.2156008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02679421758334646,"score_gpt":0.3497975184358389,"score_spread":0.3230033008524925,"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."}}