{"id":"W3128031047","doi":"","title":"Sexual Orientation in Canada's Revised Refugee Determination System: An Empirical Snapshot","year":2017,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Refugee; Sexual orientation; Persecution; Appeal; Immigration; Political science; Refugee law; Criminology; Snapshot (computer storage); Law; Psychology; Gender studies; Sociology; Computer science","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":[0.006847039,0.0002662537,0.0005651343,0.004798962,0.01233975,0.00810157,0.002412119,0.001301898,0.002478045],"category_scores_gemma":[0.01922342,0.0005803448,0.0003923886,0.0122931,0.005491652,0.002342091,0.004562933,0.003224105,0.0002438703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09860671,"about_ca_system_score_gemma":0.1751964,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9950365,"about_ca_topic_score_gemma":0.9978572,"domain_scores_codex":[0.9927101,0.0009535047,0.000340612,0.00048176,0.003230071,0.002283895],"domain_scores_gemma":[0.9705866,0.005503424,0.003260985,0.001207263,0.01560569,0.003836138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001321022,0.0002989447,0.7188577,0.0004606565,0.00007232116,0.000898968,0.1656651,0.0002805906,0.0003236697,0.01398973,0.0289613,0.07005882],"study_design_scores_gemma":[0.000009088931,0.0000538075,0.7301586,0.0006869413,0.00003174567,0.0001641948,0.227511,0.0002760184,0.0001770648,0.000313782,0.04054285,0.00007486864],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9563184,0.004528383,0.0003106075,0.01368769,0.0001259281,0.0002230843,0.003386095,0.0000264295,0.02139331],"genre_scores_gemma":[0.9857442,0.005001762,0.0005104121,0.002919868,0.00003643085,0.00005927985,0.001588112,0.00002470716,0.004115342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09860671,"threshold_uncertainty_score":0.715445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02033505881236932,"score_gpt":0.3374543142087605,"score_spread":0.3171192553963912,"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."}}