{"id":"W6888716358","doi":"10.21954/ou.rd.21253341","title":"The Smoking Gun: Still no LGBT+ Safety in Kakuma","year":2022,"lang":"en","type":"article","venue":"Open MIND","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":[0.002032147,0.00006264941,0.0001110786,0.00002121081,0.001456595,0.0002537122,0.0008950346,0.00002511651,0.01546471],"category_scores_gemma":[0.000140714,0.00005042241,0.00002564258,0.0002606184,0.0001562375,0.0001427745,0.0005240008,0.0001628487,0.000120491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001771659,"about_ca_system_score_gemma":0.0001777037,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008284367,"about_ca_topic_score_gemma":0.0100935,"domain_scores_codex":[0.9986013,0.0003776927,0.0001790002,0.0001848673,0.0003549223,0.0003022413],"domain_scores_gemma":[0.9993891,0.0002823599,0.00007167799,0.0001795672,0.00002679694,0.00005057247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000169858,0.0001208937,0.01063776,0.000002804151,0.00003441953,0.00006771441,0.461257,0.0001324915,0.00001858797,0.02340113,0.01577848,0.4883788],"study_design_scores_gemma":[0.0001205015,0.00002869875,0.0006429717,0.000002927301,0.000002529025,4.868419e-7,0.145766,0.00001470811,0.000002783923,0.0002896,0.8530545,0.00007424282],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2771982,0.0002409805,0.000001721196,0.003351967,0.0004963167,0.0003537075,0.00002867046,0.000002605261,0.7183259],"genre_scores_gemma":[0.9018021,0.00004501606,0.0001557735,0.0001339589,0.0001632641,0.00002978006,0.000005443907,0.000007104564,0.09765757],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.837276,"threshold_uncertainty_score":0.9998434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06200857482611568,"score_gpt":0.368140764945974,"score_spread":0.3061321901198583,"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."}}