{"id":"W4385623318","doi":"10.1016/s2542-5196(23)00140-7","title":"Indigenous knowledge, community resilience, and health emergency preparedness","year":2023,"lang":"en","type":"article","venue":"The Lancet Planetary Health","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"Engineering and Physical Sciences Research Council; UK Research and Innovation; Wellcome Trust","keywords":"Resilience (materials science); Indigenous; Preparedness; Community resilience; Emergency management; Traditional knowledge; Disaster preparedness; Medical emergency; Environmental planning; Political science; Nursing; Environmental resource management; Medicine; Geography; Resource (disambiguation); Computer science","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":[0.003923482,0.0001864127,0.0006647786,0.0001279325,0.001061192,0.00001747759,0.0002902917,0.00005831967,0.0001520463],"category_scores_gemma":[0.00007279649,0.0001287006,0.00004313172,0.000630329,0.00009742875,0.00006252932,0.0001101659,0.0006549752,0.0001566877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001242068,"about_ca_system_score_gemma":0.002024628,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01264241,"about_ca_topic_score_gemma":0.003964069,"domain_scores_codex":[0.9972229,0.0007664374,0.000518303,0.0002547399,0.0002681326,0.00096947],"domain_scores_gemma":[0.997965,0.0001795619,0.0001821257,0.0008631591,0.00004145395,0.0007687191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003505506,0.0004897917,0.1317341,0.005610999,0.0001014231,0.0000289072,0.04607182,0.00005478202,0.00000109588,0.001173277,0.6171129,0.1972704],"study_design_scores_gemma":[0.0009481952,0.0009795616,0.8743814,0.0002273442,0.00001700702,0.0001088439,0.003753794,0.0007115903,1.831546e-7,0.001111604,0.1176139,0.0001465486],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9081408,0.01282709,0.00001884806,0.06571752,0.000669951,0.001562706,0.0003288548,0.0005016769,0.01023252],"genre_scores_gemma":[0.9637377,0.02126051,0.000115367,0.01137814,0.0007643586,0.00003232531,0.001339151,0.00002954164,0.001342866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7426474,"threshold_uncertainty_score":0.9939325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1171502670751863,"score_gpt":0.4032322899181341,"score_spread":0.2860820228429478,"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."}}