{"id":"W7130599465","doi":"10.1093/rsq/hdaf025","title":"Assessing UNHCR Guidance on FGM-Related Asylum Claims: Implementation Gaps, Reaffirmation Needs, or Substantive Ambiguities?","year":2025,"lang":"en","type":"article","venue":"Refugee Survey Quarterly","topic":"Female Genital Mutilation/Cutting Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refugee; Adjudication; Persecution; Harm; Consistency (knowledge bases); Refugee law; Enforcement; Relocation","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001880954,0.0003706508,0.0005470986,0.0006648963,0.0002783887,0.0002418465,0.0001688002,0.0002338182,0.0002996241],"category_scores_gemma":[0.0003887026,0.0003373042,0.0001222486,0.001639639,0.000109,0.000666415,0.00001995575,0.0003642147,0.000243391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004380407,"about_ca_system_score_gemma":0.0003598806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004736069,"about_ca_topic_score_gemma":0.0007113394,"domain_scores_codex":[0.9965206,0.00081992,0.001066592,0.0005146615,0.0005714073,0.0005068622],"domain_scores_gemma":[0.9976408,0.0006383932,0.0004323945,0.0006139703,0.0005564024,0.0001180692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0059979,0.001676107,0.4643479,0.002106412,0.001998089,0.0002614545,0.02546207,0.0001216706,0.03352525,0.01698381,0.03674729,0.410772],"study_design_scores_gemma":[0.003271724,0.001573965,0.9751298,0.001046226,0.0001696909,0.00002184668,0.008012664,0.0005270633,0.005673379,0.0005463742,0.003588347,0.0004388703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902492,0.0002572159,0.0008649501,0.0006713209,0.0007914449,0.0009103845,0.00008165788,0.0003406257,0.005833203],"genre_scores_gemma":[0.9905995,0.00001222908,0.0007609128,0.0003575383,0.0001102895,0.00004883581,0.001161854,0.00005331273,0.006895509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5107819,"threshold_uncertainty_score":0.9999079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03941582610493645,"score_gpt":0.3844042763165866,"score_spread":0.3449884502116501,"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."}}