{"id":"W4387909676","doi":"10.1186/s12889-023-16964-2","title":"Livelihood challenges of single female household heads in the Rohingya and host communities in Cox’s Bazar, Bangladesh during the COVID-19 pandemic","year":2023,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Asian Geopolitics and Ethnography","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Livelihood; Medicine; Pandemic; Mental health; Socioeconomics; Food security; Refugee; Poverty; Environmental health; Geography; Economic growth; Coronavirus disease 2019 (COVID-19); Agriculture; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007403556,0.0001093457,0.0002283679,0.0003378917,0.0007966171,0.0001104261,0.0005110935,0.00009798368,0.00001025312],"category_scores_gemma":[0.0005010964,0.00007853474,0.00004817415,0.0009848155,0.0006043471,0.0001625465,0.0001211032,0.0003303361,0.000001726474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000184884,"about_ca_system_score_gemma":0.0008753541,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04773753,"about_ca_topic_score_gemma":0.2439152,"domain_scores_codex":[0.9967626,0.001641941,0.0003524993,0.0001593278,0.0003639671,0.0007196972],"domain_scores_gemma":[0.9980249,0.001287157,0.0001323431,0.0003112941,0.00003014875,0.0002141617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000004369399,0.00009713797,0.4880972,0.0002480165,0.000004812943,0.000002126535,0.4937468,0.000008333216,0.00000140036,0.01687164,0.0002538602,0.0006643239],"study_design_scores_gemma":[0.0003367646,0.00005667845,0.4155626,0.00004721528,0.000001133139,0.000002850064,0.5676021,0.00002322759,2.959135e-7,0.0009422792,0.01533955,0.00008533815],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9499524,0.002872347,0.000008418038,0.04375236,0.00007042286,0.0003910884,0.00003295279,0.00008501068,0.002835054],"genre_scores_gemma":[0.9948496,0.003443442,0.00002037332,0.001510224,0.00007730471,0.00004256598,0.000005640766,0.00001224949,0.00003864613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1961777,"threshold_uncertainty_score":0.9586037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2424236449443539,"score_gpt":0.3692862651250238,"score_spread":0.1268626201806698,"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."}}