{"id":"W2619768313","doi":"","title":"The Intersectional Oppressions of South Asian Immigrant Women and Vulnerability in Relation to Domestic Violence: A Case Study","year":2017,"lang":"en","type":"article","venue":"SOURCE Sheridan's Institutional Repository (Sheridan College)","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vulnerability (computing); Immigration; South asia; Relation (database); Intersectionality; Domestic violence; Geography; Gender studies; Poison control; Sociology; Human factors and ergonomics; Computer security; Medicine; Environmental health; Ethnology","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":[0.002990192,0.0006736683,0.0007343909,0.001563395,0.02261586,0.003448317,0.001604638,0.002077725,0.002417926],"category_scores_gemma":[0.003010547,0.0006076987,0.0006353356,0.002365908,0.007167229,0.002138474,0.007639238,0.002705286,0.0002485441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005938074,"about_ca_system_score_gemma":0.006791087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1031974,"about_ca_topic_score_gemma":0.2652537,"domain_scores_codex":[0.9979568,0.001194595,0.00007217397,0.00009830208,0.0001740487,0.0005041206],"domain_scores_gemma":[0.9981034,0.001017385,0.0002376766,0.0001117926,0.0001488647,0.0003808824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003467619,0.0001822235,0.01745439,0.0001353195,0.00001263202,0.01467017,0.9578999,0.00003772114,0.0002539318,0.002871859,0.0009207276,0.005526463],"study_design_scores_gemma":[0.000004047634,0.00004724383,0.004242781,0.0001194265,0.00001012942,0.002149425,0.9900435,0.00003676695,0.00007286322,0.0001935542,0.00307173,0.000008567869],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911222,0.0007401484,0.0001287211,0.00150338,0.00003265937,0.00007256468,0.00003016215,0.000003166721,0.006366872],"genre_scores_gemma":[0.9928464,0.003072244,0.0003504534,0.0005911576,0.00002550803,0.00009737171,0.00002165479,0.000006339335,0.00298872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1031974,"threshold_uncertainty_score":0.2051936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01212355303689791,"score_gpt":0.2940059383641191,"score_spread":0.2818823853272212,"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."}}