{"id":"W4285085470","doi":"10.1080/01419870.2022.2097014","title":"Trans-asylum: sanctioning vulnerability and gender identity across the frontier","year":2022,"lang":"en","type":"article","venue":"Ethnic and Racial Studies","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Refugee; CONTEST; Framing (construction); Criminology; Political science; Ethnography; Sociology; Identity (music); Human rights; Vulnerability (computing); Law","routes":{"ca_aff":true,"ca_fund":false,"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":[0.004281277,0.0003043845,0.0003219009,0.001083472,0.009910109,0.005629197,0.0006557729,0.0008804519,0.003374312],"category_scores_gemma":[0.005750446,0.0001746844,0.0001566059,0.001034032,0.01682472,0.006022271,0.008900756,0.002083313,0.0001589131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002137257,"about_ca_system_score_gemma":0.0022685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008418476,"about_ca_topic_score_gemma":0.01580043,"domain_scores_codex":[0.9972385,0.001906359,0.00005453514,0.0001647797,0.000161463,0.0004743097],"domain_scores_gemma":[0.9978973,0.001088216,0.0004397104,0.0001346603,0.0001481768,0.0002919896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002626956,0.00001691354,0.006868207,0.00003268093,0.000003142836,0.000271827,0.9646856,0.00002036633,0.0003495121,0.02226386,0.0003276822,0.00513391],"study_design_scores_gemma":[0.00000120426,0.00001629699,0.00269613,0.00005452501,0.000001984725,0.00009708481,0.9904668,0.00002489808,0.00009357386,0.002075351,0.004467634,0.000004503434],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9722687,0.0007278716,0.0009724855,0.00287651,0.00005848074,0.00001367889,0.00001645622,0.000004859678,0.02306101],"genre_scores_gemma":[0.9985507,0.000205143,0.0001051321,0.0001680611,0.000007019669,0.00000765098,0.00000491209,0.000003937959,0.0009474218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009910109,"threshold_uncertainty_score":0.02264184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09209099276519908,"score_gpt":0.4213576126601375,"score_spread":0.3292666198949384,"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."}}