{"id":"W3131751018","doi":"10.32799/ijih.v16i2.33236","title":"Climate Change and Vibrio cholerae in Herring Eggs: The Role of Indigenous Communities in Public Health Outbreak Responses","year":2021,"lang":"en","type":"article","venue":"International Journal of Indigenous Health","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Assembly of First Nations; Government of Canada; University of Victoria; Island Health; University of British Columbia; Provincial Health Services Authority; University of Waterloo; Environment and Climate Change Canada","funders":"Government of Canada; Canadian Food Inspection Agency","keywords":"Indigenous; Outbreak; Public health; Geography; Intervention (counseling); Climate change; Vibrio cholerae; Environmental planning; Environmental resource management; Environmental health; Political science; Ecology; Medicine; Biology; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008314257,0.0001758911,0.000600953,0.0009205125,0.0007835437,0.00005456154,0.0005802346,0.0001411378,0.00004258447],"category_scores_gemma":[0.0003605665,0.0001451811,0.00007113471,0.0004662671,0.00009831795,0.0004295179,0.0002164741,0.001321789,0.000004638983],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001828275,"about_ca_system_score_gemma":0.01184502,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09447632,"about_ca_topic_score_gemma":0.09458137,"domain_scores_codex":[0.9932913,0.002673685,0.002169118,0.0001525134,0.0006178209,0.001095608],"domain_scores_gemma":[0.9956748,0.00103985,0.001849063,0.0002855326,0.0008026731,0.0003480961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001112948,0.0003642343,0.403698,0.0002572347,0.00003451679,0.00001364532,0.5179597,0.000009544307,0.00001105603,0.001629225,0.0000761453,0.0758355],"study_design_scores_gemma":[0.001222902,0.000335495,0.7392535,0.001624108,0.000002627631,0.0002077739,0.1975522,0.00003960789,0.000009062053,0.0006896026,0.05893485,0.0001282733],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9355654,0.01066815,0.00001360073,0.05111513,0.00123308,0.0006593032,0.0001067745,0.00001165064,0.0006269409],"genre_scores_gemma":[0.9644818,0.01911013,0.0002037652,0.01537327,0.0006756468,0.00005273997,0.00003582769,0.00002735462,0.00003941206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3355555,"threshold_uncertainty_score":0.9937569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.139170065486918,"score_gpt":0.4645652831102186,"score_spread":0.3253952176233006,"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."}}