{"id":"W2027178286","doi":"10.5539/gjhs.v5n3p42","title":"Health Impacts of Climate Change in Vanuatu: An Assessment and Adaptation Action Plan","year":2013,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Climate change; Health impact assessment; Environmental planning; Action plan; Adaptation (eye); Environmental resource management; Geography; Adaptive capacity; Climate change adaptation; Environmental health; Environmental protection; Public health; Medicine; Psychology; Economics; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.005660478,0.0001007393,0.0003961849,0.0003055019,0.0002255843,0.0001005543,0.000227809,0.0000385649,0.00001053208],"category_scores_gemma":[0.0001237621,0.00008042784,0.00002490199,0.0007972354,0.0001309042,0.003165528,0.00008219253,0.0001470298,0.000004403754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004066703,"about_ca_system_score_gemma":0.0006216568,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07958101,"about_ca_topic_score_gemma":0.002135986,"domain_scores_codex":[0.9976625,0.00006671254,0.001019199,0.0001638406,0.0003803668,0.0007074198],"domain_scores_gemma":[0.9977204,0.00002273948,0.001700589,0.000106736,0.0003000099,0.000149548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003080375,0.0001378885,0.6438241,0.0005912371,0.000002881751,0.000001617176,0.0001659629,0.0003767481,0.00002163264,0.01910432,0.003334436,0.3324084],"study_design_scores_gemma":[0.0003352214,0.0002206122,0.9738359,0.00014066,0.000001559742,0.00003657759,0.0009089843,0.0212636,1.142025e-7,0.001623493,0.001576763,0.00005653134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9468536,0.0003377215,0.0001773754,0.05134382,0.0005727342,0.000324575,0.000004092235,0.000009278438,0.0003767467],"genre_scores_gemma":[0.979257,0.00100519,0.001507549,0.01796907,0.000252398,0.000003321091,0.000002347224,0.000002964943,1.372313e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3323518,"threshold_uncertainty_score":0.9265481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1141508732721763,"score_gpt":0.440848920056036,"score_spread":0.3266980467838597,"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."}}