{"id":"W2994066949","doi":"10.25071/1920-7336.39620","title":"(En)Gendering Vulnerability: Immigrant Service Providers’ Perceptions of Needs, Policies, and Practices Related to Gender and Women Refugee Claimants in Atlantic Canada","year":2014,"lang":"en","type":"article","venue":"Refuge Canada s Journal on Refuge","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University; St. Francis Xavier University; Saint Mary's University","funders":"","keywords":"Refugee; Service provider; Immigration; Political science; Vulnerability (computing); Service (business); Business; Law; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002995307,0.0003197052,0.0004706723,0.0008709013,0.0163204,0.005664803,0.001114705,0.00111038,0.004539444],"category_scores_gemma":[0.005485132,0.0003874637,0.0003998455,0.001378151,0.007790198,0.001877289,0.006467049,0.00260267,0.0001858708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.022535,"about_ca_system_score_gemma":0.05686315,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.909721,"about_ca_topic_score_gemma":0.9611861,"domain_scores_codex":[0.9977366,0.0004749178,0.00007127549,0.0001112669,0.00040707,0.001198991],"domain_scores_gemma":[0.9966454,0.0005949751,0.0004785279,0.00008218282,0.0006313347,0.001567449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005642837,0.00005897231,0.101646,0.00007977492,0.00001391811,0.0009344636,0.8834089,0.00005383724,0.0005689417,0.002056103,0.002374276,0.008748287],"study_design_scores_gemma":[0.000001669553,0.00001305075,0.0161584,0.00007397888,0.000003683522,0.0001002789,0.9812452,0.00002110764,0.00002892737,0.00008263903,0.002262375,0.000008787685],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990646,0.0003692458,0.00006288035,0.004201166,0.00003962426,0.0000216542,0.00005804422,0.000003078946,0.004598279],"genre_scores_gemma":[0.99735,0.0004917871,0.00008277551,0.0007777693,0.000006707736,0.00001459275,0.00002616547,0.000004488067,0.001245739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09027904,"threshold_uncertainty_score":0.1816214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01806691419961205,"score_gpt":0.3097837973157296,"score_spread":0.2917168831161175,"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."}}