{"id":"W1526914620","doi":"10.25071/1920-7336.26029","title":"Refugee Status Determination in Brazil: A Tripartite Enterprise","year":2008,"lang":"en","type":"article","venue":"Refuge Canada s Journal on Refuge","topic":"Migration, Racism, and Human Rights","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refugee; Civil society; Government (linguistics); Best practice; Political science; Character (mathematics); Law; Politics; Philosophy; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006931963,0.0002235776,0.0003226372,0.0003725533,0.00125746,0.0001014874,0.0003358594,0.0001391265,0.0007640718],"category_scores_gemma":[0.0001953707,0.0001968417,0.0001119201,0.0004011542,0.000107303,0.000510001,0.00001851276,0.0005563018,0.00002789258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001881908,"about_ca_system_score_gemma":0.002633372,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.006683312,"about_ca_topic_score_gemma":0.8726528,"domain_scores_codex":[0.9965947,0.000462957,0.0006573155,0.0003047123,0.001202471,0.0007778734],"domain_scores_gemma":[0.9985219,0.0001072696,0.0003570406,0.0002468676,0.0001810425,0.0005858578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002481014,0.00249266,0.05418946,0.0001891756,0.000331071,0.02198985,0.1144908,0.0005735374,0.0009183129,0.7118205,0.06446757,0.02605604],"study_design_scores_gemma":[0.0008391825,0.0001014651,0.0120147,0.00008021872,0.000009967207,0.00007016402,0.000109734,0.00005156377,0.00009251552,0.001032778,0.9853372,0.0002605297],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997655,0.0004620149,0.00003392706,0.0001848775,0.0008004052,0.0002258044,0.00001890187,0.00003513119,0.0005839247],"genre_scores_gemma":[0.9911659,0.0009846488,0.0001083304,0.001390503,0.0005544279,0.00001096752,0.00001019918,0.00002513934,0.005749917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9208696,"threshold_uncertainty_score":0.9999313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01705714868253504,"score_gpt":0.2958866598292215,"score_spread":0.2788295111466864,"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."}}