{"id":"W4403728762","doi":"10.1093/isr/viae041.3","title":"Women Peacebuilders at the Forefront of COVID-19: Documenting Feminist Approaches to Reducing Impacts of Crises","year":2024,"lang":"en","type":"article","venue":"International Studies Review","topic":"Gender, Security, and Conflict","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Saint Paul University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Pandemic; Sociology; Virology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001609202,0.00009680644,0.0002615024,0.00004713619,0.0002577358,0.00004142804,0.0003554646,0.00001906566,0.0003358335],"category_scores_gemma":[0.001623997,0.00006496583,0.0001292448,0.000205014,0.0002541074,0.00007115451,0.0002516982,0.00005925004,0.00001303882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004803478,"about_ca_system_score_gemma":0.0001682911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001137681,"about_ca_topic_score_gemma":0.0007935606,"domain_scores_codex":[0.9986454,0.0001205757,0.0003631653,0.0001964313,0.0004799849,0.0001944054],"domain_scores_gemma":[0.9992141,0.0003328356,0.000143708,0.0001184239,0.0000963088,0.0000946383],"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":[0.00003328843,0.00009873945,0.003231561,0.01047019,0.001959942,0.000009847836,0.6711021,0.0000545671,0.00006714233,0.06774323,0.157619,0.0876104],"study_design_scores_gemma":[0.0000533743,0.00002591431,0.0001827317,0.001173886,0.00005380846,0.000001938223,0.04871112,0.000004970729,0.00005453478,0.0009713979,0.9486839,0.00008240384],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03919866,0.8380206,0.00006628664,0.05936603,0.001015042,0.0008415104,0.00004037637,0.00004433105,0.06140719],"genre_scores_gemma":[0.8223751,0.1739587,0.00006233981,0.001300543,0.0001688062,0.00008475569,0.00000287847,0.000007155068,0.002039625],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.791065,"threshold_uncertainty_score":0.3677141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2936505660049059,"score_gpt":0.4373722951256454,"score_spread":0.1437217291207395,"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."}}