{"id":"W6963514671","doi":"10.21954/ou.rd.19245939.v1","title":"LGBT+ in Kakuma: The Fire This Time","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; 2019-20 coronavirus outbreak; Seekers; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000200644,0.00005717244,0.00008097465,0.00001951315,0.0008276766,0.00005252828,0.000439628,0.00002788199,0.7941715],"category_scores_gemma":[0.0003923992,0.00004581131,0.00003707303,0.000311977,0.00002149351,0.00007223507,0.0002040916,0.0001710502,0.002389496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001048662,"about_ca_system_score_gemma":0.0001153461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001679369,"about_ca_topic_score_gemma":0.0004698384,"domain_scores_codex":[0.9989779,0.0002347694,0.000093222,0.0001266343,0.0003314972,0.0002359507],"domain_scores_gemma":[0.9995226,0.0002283349,0.00004435591,0.0001452535,0.00002137658,0.00003809483],"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":[0.000001868995,0.00001385756,0.00004057671,0.000004118652,0.000002400573,0.0000108253,0.03992234,0.000009563459,6.034109e-7,0.0004395669,0.9572376,0.002316702],"study_design_scores_gemma":[0.00004508382,0.00001749593,0.0002877458,0.00002167037,0.000001050269,5.604222e-7,0.02658891,0.00005452837,0.000001050432,0.0001733992,0.9727365,0.00007201234],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01229299,0.002407709,2.216928e-8,0.01208283,0.0002050731,0.0006088152,0.1124239,0.0002074861,0.8597712],"genre_scores_gemma":[0.7829263,0.000008296749,0.000008051892,0.001639052,0.0005008382,0.0004793037,0.009315893,0.00002033403,0.2051019],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.791782,"threshold_uncertainty_score":0.9983873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05103336911904773,"score_gpt":0.3076448006571733,"score_spread":0.2566114315381255,"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."}}