{"id":"W2738029650","doi":"","title":"Clearing Space for Multiple Voices: HIV Vulnerability amongst South Asian Immigrant Women in Toronto","year":2017,"lang":"en","type":"article","venue":"Journals @ The Mount (Mount Saint Vincent University)","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Gender studies; Sociology; Vulnerability (computing); Immigration; Political science; Human immunodeficiency virus (HIV); Ethnology; Humanities; Medicine","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":[0.001367599,0.0005578367,0.0005072429,0.0009060511,0.01909414,0.003876803,0.001266023,0.001156113,0.004294263],"category_scores_gemma":[0.002705525,0.0005677917,0.0003756475,0.001582964,0.008227,0.00173362,0.006745108,0.001694169,0.0002278988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01791219,"about_ca_system_score_gemma":0.01904819,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7135921,"about_ca_topic_score_gemma":0.8757136,"domain_scores_codex":[0.9986916,0.0005083676,0.0000490991,0.0001016661,0.0001696302,0.0004796627],"domain_scores_gemma":[0.9982469,0.0006247229,0.0003048654,0.00007269502,0.0001962365,0.0005545685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001847086,0.000006783108,0.01079607,0.00008769565,0.000005662821,0.00142889,0.9839956,0.00001748455,0.0005320814,0.0003921983,0.000322583,0.002396471],"study_design_scores_gemma":[7.053308e-7,0.0000118326,0.004806774,0.00004686523,0.000005112738,0.0001358852,0.9932608,0.00001080125,0.00004396719,0.00004476758,0.001627341,0.000005286541],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933668,0.0007205078,0.00009903406,0.001288796,0.00002699863,0.00002812038,0.00004415619,0.000004481096,0.004421127],"genre_scores_gemma":[0.9966471,0.0008366524,0.0001083621,0.0002933292,0.000007618704,0.00002857217,0.00002533576,0.00000504084,0.002048023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2864079,"threshold_uncertainty_score":0.5761892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09676091481510692,"score_gpt":0.4158374152917425,"score_spread":0.3190765004766355,"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."}}