{"id":"W3165061991","doi":"10.3389/fhumd.2021.660682","title":"The Gender-Based Violence and Precarity Nexus: Asylum-Seeking Women in the Eastern Mediterranean","year":2021,"lang":"en","type":"article","venue":"Frontiers in Human Dynamics","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"Social Sciences and Humanities Research Council of Canada; Agence Nationale de la Recherche","keywords":"Precarity; Citizenship; Domestic violence; Nexus (standard); Political science; Intersectionality; Vulnerability (computing); Refugee; Gender studies; Sociology; Criminology; Poison control; Suicide prevention; Politics; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001696087,0.0003061928,0.0004444153,0.001145441,0.0040921,0.00234588,0.0005613728,0.0008842469,0.002199876],"category_scores_gemma":[0.002128776,0.0002486155,0.000157204,0.001260738,0.004868771,0.00145647,0.003380051,0.0008338876,0.0001594659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001520848,"about_ca_system_score_gemma":0.001357148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01411912,"about_ca_topic_score_gemma":0.02340329,"domain_scores_codex":[0.9989055,0.0006424731,0.00003093414,0.00007451265,0.00009847213,0.0002480801],"domain_scores_gemma":[0.9993025,0.0003384614,0.000182926,0.00002705727,0.00004425763,0.0001046146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003440238,0.00002323802,0.03154357,0.00005337596,0.000004857325,0.001129818,0.9596485,0.00001640466,0.0004330761,0.002333031,0.0001746284,0.004605124],"study_design_scores_gemma":[0.000002095096,0.00004345245,0.02802597,0.00006875875,0.000003649938,0.0004481811,0.9664505,0.00002603605,0.00009601519,0.0003926516,0.004436661,0.000006102442],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970689,0.0003967055,0.00005165444,0.0004291127,0.000007675279,0.000006561897,0.000008312057,7.639128e-7,0.002030244],"genre_scores_gemma":[0.9989896,0.0002886044,0.00004004581,0.00009334393,0.000006033411,0.000007243076,0.000005126538,0.000001326461,0.0005686774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01411912,"threshold_uncertainty_score":0.02807385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0206342282718211,"score_gpt":0.2841832316151131,"score_spread":0.263549003343292,"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."}}