{"id":"W4323537757","doi":"10.24124/2023/59367","title":"Becoming queer in Canada: Sexual orientation/gender identity (SOGI) refugee identities and the Canadian immigration apparatus","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refugee; Queer; Sexual orientation; Persecution; Immigration; Identity (music); Political science; Set (abstract data type); Criminology; Gender studies; Sociology; Law; Computer science; Politics; Aesthetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001683751,0.0003855944,0.0004777575,0.001534456,0.04002529,0.007461883,0.001676404,0.001446306,0.007852362],"category_scores_gemma":[0.003893544,0.0003075261,0.0003229573,0.004385557,0.01065777,0.002231957,0.004424133,0.003881808,0.0004366461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1174847,"about_ca_system_score_gemma":0.2163653,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9986315,"about_ca_topic_score_gemma":0.9995742,"domain_scores_codex":[0.9980149,0.000286357,0.00003491787,0.0001367605,0.0004454772,0.001081668],"domain_scores_gemma":[0.9974465,0.0003075728,0.0001993834,0.00004978134,0.0007898137,0.001206994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001191333,0.0001057923,0.08657118,0.0001881605,0.00002023064,0.00112522,0.8095508,0.0001686428,0.0004838473,0.02654552,0.02940245,0.04571898],"study_design_scores_gemma":[0.000006378495,0.0000219973,0.04720324,0.0002128871,0.00001168662,0.0001606679,0.9078221,0.0000937347,0.00008999638,0.0005158089,0.04381672,0.00004480479],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9023522,0.005015473,0.0002071081,0.02640429,0.0003207893,0.0000989593,0.0006940077,0.00002040824,0.06488681],"genre_scores_gemma":[0.974798,0.003791426,0.0001999793,0.002507066,0.00002344645,0.00002527641,0.0002096029,0.00001987039,0.01842525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1174847,"threshold_uncertainty_score":0.8524151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02467920134769665,"score_gpt":0.311536023406651,"score_spread":0.2868568220589544,"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."}}