{"id":"W2951309522","doi":"10.1093/migration/mnz025","title":"Epistemologies of bordering: Domestic violence advocacy with marriage migrants in the shadow of deportation","year":2019,"lang":"en","type":"article","venue":"Migration Studies","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Toronto","funders":"","keywords":"Spouse; Deportation; Domestic violence; Immigration; Shadow (psychology); Criminology; Residence; Service provider; Neglect; State (computer science); Sociology; Service (business); Political science; Poison control; Suicide prevention; Law; Business; Psychology; Medicine; Demography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004053249,0.0001175445,0.0002865539,0.0001167317,0.00004543096,0.000005157498,0.0001165125,0.00004773433,0.00003469838],"category_scores_gemma":[0.0001269713,0.00007403701,0.00003417028,0.0003252941,0.000106556,0.00007467753,0.0000102421,0.00008012511,0.00001645738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001369154,"about_ca_system_score_gemma":0.00004556093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001892123,"about_ca_topic_score_gemma":0.01549736,"domain_scores_codex":[0.9987947,0.0001509655,0.0004901189,0.0001975926,0.000203466,0.0001631212],"domain_scores_gemma":[0.9988049,0.0004066635,0.0003301132,0.0002740217,0.000169139,0.00001513855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002237307,0.000144905,0.9225508,0.0003277436,0.00007600884,0.000008077113,0.06978198,0.0001328091,0.0002755701,0.003049614,0.0003479914,0.003080756],"study_design_scores_gemma":[0.0007204228,0.0003739145,0.9461896,0.0002114954,0.0000242329,0.000009077784,0.05111497,0.000026292,0.0002618411,0.000883268,0.0001021517,0.00008267063],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994677,0.003357385,0.0001883477,0.000346842,0.0001484992,0.0005564268,0.000006466914,0.00001583481,0.0007031626],"genre_scores_gemma":[0.9989607,0.000428697,0.0002748503,0.00009430196,0.00001529279,0.0001061091,0.00001284702,0.000006630451,0.0001005787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02363885,"threshold_uncertainty_score":0.8647888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03455055398359509,"score_gpt":0.3645047855991653,"score_spread":0.3299542316155702,"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."}}