{"id":"W6944944022","doi":"10.21954/ou.rd.19245939","title":"LGBT+ in Kakuma: The Fire This Time","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; 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":[],"category_scores_codex":[0.001123433,0.00004854187,0.00009435473,0.00001474047,0.0008773479,0.0001467319,0.00080781,0.00002049803,0.1039243],"category_scores_gemma":[0.00005147191,0.0000373804,0.00002168557,0.0002601219,0.0001311592,0.0001176259,0.0004027867,0.0001255783,0.0007233569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008700982,"about_ca_system_score_gemma":0.0001468185,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01336834,"about_ca_topic_score_gemma":0.002803177,"domain_scores_codex":[0.9989648,0.0003214919,0.0001060012,0.0001442546,0.0002623606,0.0002010808],"domain_scores_gemma":[0.9996225,0.0001356515,0.00004309747,0.0001528648,0.00001119094,0.00003470567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003050792,0.0001274818,0.001607105,0.000001310955,0.00001650453,0.0000439702,0.6496365,0.00003212399,0.00002788546,0.004038256,0.1191404,0.225298],"study_design_scores_gemma":[0.00007412845,0.00002481299,0.0001535144,0.000001715811,0.000002573571,5.171088e-7,0.1177835,0.00003024384,0.000004738257,0.0002562081,0.881609,0.00005910622],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3668095,0.0001786357,1.432783e-7,0.007213275,0.0001026903,0.000245735,0.00001780124,0.0000016197,0.6254305],"genre_scores_gemma":[0.669672,0.000009362211,0.00008695372,0.0002118322,0.00009199258,0.00003218764,0.000004462886,0.000004740773,0.3298865],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7624685,"threshold_uncertainty_score":0.9932017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06017069837742219,"score_gpt":0.3615720992937075,"score_spread":0.3014014009162854,"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."}}