{"id":"W4240849330","doi":"10.32920/ryerson.14656989","title":"Proving it: experiences of sexual minorities in the Canadian refugee determination system","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Sexual orientation; Refugee; Plaintiff; Gender studies; Negotiation; Queer; Identity (music); Immigration; Gender identity; Sexual identity; Representation (politics); Sociology; Political science; Human sexuality; Psychology; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005206233,0.0008738313,0.001048232,0.002296353,0.06222532,0.01013144,0.002811387,0.00379582,0.005236553],"category_scores_gemma":[0.009071229,0.0006627792,0.000654313,0.002689725,0.02719644,0.003420567,0.0152489,0.007565038,0.000311556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04358692,"about_ca_system_score_gemma":0.05075664,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9275361,"about_ca_topic_score_gemma":0.9617671,"domain_scores_codex":[0.9932317,0.001948458,0.0001481772,0.0003845444,0.001330097,0.002957073],"domain_scores_gemma":[0.9958891,0.0010517,0.000392671,0.000141941,0.000817856,0.00170667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002379245,0.00001250779,0.001827543,0.00002398212,0.000003594549,0.0006700881,0.9930575,0.00001573356,0.0002586303,0.00163759,0.000691235,0.001777804],"study_design_scores_gemma":[0.000001378542,0.000008936018,0.001309145,0.0000423387,0.000002652273,0.0001214168,0.9923146,0.00001592821,0.00004857041,0.0001053664,0.006015613,0.00001403533],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778399,0.001075435,0.0002056657,0.005080722,0.0001304965,0.00004744926,0.00006246814,0.0000082261,0.01554965],"genre_scores_gemma":[0.9945276,0.0005745644,0.0001303005,0.0008263693,0.00001337144,0.00001783678,0.00003219761,0.00001155995,0.003866078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07246387,"threshold_uncertainty_score":0.3162467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03129445953529975,"score_gpt":0.3108807881593462,"score_spread":0.2795863286240465,"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."}}