{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001187632,0.0002999744,0.0005227621,0.0003987728,0.000315415,0.00005686649,0.000215251,0.0001642571,0.0002375254],"category_scores_gemma":[0.000327839,0.0002686246,0.00002901775,0.0006139172,0.00004159561,0.0001832507,0.00004677645,0.0008321808,0.000003111583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001052531,"about_ca_system_score_gemma":0.001775556,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8156483,"about_ca_topic_score_gemma":0.9816533,"domain_scores_codex":[0.9966789,0.0006495161,0.0009345698,0.000416876,0.0005276853,0.0007923954],"domain_scores_gemma":[0.9976714,0.0003321412,0.0006011109,0.000404736,0.0001705516,0.0008200862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002809196,0.0008134728,0.7640084,0.002681625,0.001028346,0.0007356847,0.0499536,0.0008784515,0.00334298,0.1601281,0.006745092,0.006875055],"study_design_scores_gemma":[0.001358477,0.0002804753,0.5930105,0.0001262855,0.00003395225,0.0005917051,0.002496335,0.0001022388,0.00001284928,0.0002564454,0.4014035,0.0003272322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958752,0.0004538025,0.000007541691,0.002679031,0.0004022911,0.000395979,0.00003992381,0.0000140733,0.0001321751],"genre_scores_gemma":[0.9942536,0.0001018766,0.00008178913,0.005184562,0.00009947785,0.00002493879,0.00001145928,0.00003708077,0.0002052222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3946584,"threshold_uncertainty_score":0.9999766,"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."}}