{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3710472,0.0003143304,0.001179191,0.005361661,0.006191388,0.0143626,0.005283393,0.003796098,0.002905599],"category_scores_gemma":[0.5862552,0.0009470784,0.0008191913,0.004497797,0.009417295,0.00969331,0.01076574,0.005999596,0.0004463873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01256276,"about_ca_system_score_gemma":0.03778786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0279049,"about_ca_topic_score_gemma":0.04366152,"domain_scores_codex":[0.7126582,0.1805562,0.02653257,0.008884598,0.05768042,0.01368806],"domain_scores_gemma":[0.4005288,0.441943,0.04144057,0.03285377,0.07947256,0.003761169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004444116,0.0005452341,0.2153673,0.002576876,0.0003031416,0.001112607,0.2840638,0.00270952,0.002610453,0.10276,0.01510256,0.3724042],"study_design_scores_gemma":[0.0001817411,0.001324439,0.2597769,0.01764313,0.0004357727,0.001275453,0.4907344,0.007819523,0.008249227,0.05870192,0.1533639,0.000493589],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8226831,0.005125683,0.02528378,0.06717537,0.0006478815,0.00154683,0.0005984749,0.0002088864,0.07673006],"genre_scores_gemma":[0.9754775,0.0007319478,0.01725454,0.004616157,0.0001002608,0.0003712153,0.0001775633,0.00005337615,0.001217554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3710472,"threshold_uncertainty_score":0.7756108,"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."}}