{"id":"W6963651994","doi":"10.21954/ou.rd.21253341.v1","title":"The Smoking Gun: Still no LGBT+ Safety in Kakuma","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"African Sexualities and LGBTQ+ Issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Refugee; Seekers; 2019-20 coronavirus outbreak; Quarter (Canadian coin)","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003716068,0.00007098323,0.00009286691,0.00002655064,0.001352794,0.00009315091,0.0004873859,0.00003298566,0.3126555],"category_scores_gemma":[0.0009893291,0.00005924322,0.00004159317,0.0002988583,0.00002644315,0.0000867296,0.000266365,0.0002124629,0.0003794183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002055003,"about_ca_system_score_gemma":0.0001368003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001083942,"about_ca_topic_score_gemma":0.001847052,"domain_scores_codex":[0.9986464,0.0002680121,0.0001531296,0.000158386,0.0004313603,0.0003426519],"domain_scores_gemma":[0.9992054,0.0004540928,0.00007140587,0.0001661028,0.0000492317,0.00005382219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002340906,0.00002870277,0.0006275696,0.0000173915,0.00001091676,0.00003543602,0.06353604,0.00007914058,8.8724e-7,0.005604661,0.9173344,0.01270143],"study_design_scores_gemma":[0.00007454793,0.00002087965,0.001187598,0.00003417693,0.000001052307,5.054461e-7,0.03720039,0.0000257602,6.314928e-7,0.0002036524,0.9611608,0.00009000238],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007992535,0.002965416,2.586933e-7,0.005376567,0.000946986,0.0008123931,0.1330567,0.0002675936,0.8485816],"genre_scores_gemma":[0.9569063,0.0000281167,0.00001057002,0.0006478152,0.0005786566,0.0002703436,0.006020686,0.00001947354,0.03551807],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9489138,"threshold_uncertainty_score":0.9999473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05209761020683999,"score_gpt":0.3183351272486333,"score_spread":0.2662375170417933,"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."}}