{"id":"W3185495028","doi":"10.1177/08912416211031645","title":"(De)constructing Refugee Vulnerability: Overcoming Institutional Barriers to Ethnographic Research With Refugee Communities","year":2021,"lang":"en","type":"article","venue":"Journal of Contemporary Ethnography","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Refugee; Ethnography; Vulnerability (computing); Bureaucracy; Sociology; Research ethics; Criminology; Political science; Gender studies; Law; Anthropology; Engineering ethics; Computer security; Politics; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007707519,0.0002671806,0.0005831704,0.001775592,0.001107558,0.0001614571,0.000511451,0.0002741007,0.0004480566],"category_scores_gemma":[0.0005444764,0.0002360879,0.0003252052,0.002627313,0.0008794676,0.0005930102,0.00008393423,0.002532602,0.000007947547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009767168,"about_ca_system_score_gemma":0.002527464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005011419,"about_ca_topic_score_gemma":0.0009037192,"domain_scores_codex":[0.9938381,0.002993659,0.001175523,0.0003011643,0.0009944129,0.0006971508],"domain_scores_gemma":[0.9950352,0.001142376,0.0004825996,0.0006969189,0.001644361,0.0009985546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00387456,0.00056891,0.5842537,0.0003651581,0.001413232,0.001323742,0.3212756,0.0001156508,0.00115171,0.04109271,0.02954374,0.01502134],"study_design_scores_gemma":[0.005210374,0.002235593,0.02853137,0.001487595,0.00009165775,0.002637377,0.6076466,0.00001287621,0.00101083,0.008274661,0.34211,0.0007510658],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769154,0.006813013,0.0008643295,0.002788814,0.000750598,0.0002780097,0.00002952077,0.00004385544,0.01151644],"genre_scores_gemma":[0.9930787,0.00008383443,0.004272744,0.002060582,0.0003468411,0.00003129862,0.00001530554,0.00003388808,0.0000768067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5557223,"threshold_uncertainty_score":0.9997686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1239460013203754,"score_gpt":0.4061336373297769,"score_spread":0.2821876360094014,"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."}}