{"id":"W6967612685","doi":"10.5281/zenodo.12802941","title":"Conscience July 2024 Policy Brief - Climate Change, Dengue Fever, and Vaccine Shortages","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Dengue fever; Dengue vaccine; Economic shortage; Climate change; Scope (computer science); Dengue virus; Pandemic","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0072657,0.001789625,0.001189529,0.001267518,0.005738917,0.008875264,0.003099333,0.0585758,0.06083984],"category_scores_gemma":[0.0245988,0.0008671766,0.001460309,0.001186103,0.002291571,0.00606853,0.004169852,0.02581202,0.02673954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007022295,"about_ca_system_score_gemma":0.02474915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02661348,"about_ca_topic_score_gemma":0.03863336,"domain_scores_codex":[0.994356,0.001160781,0.0003702649,0.0004128355,0.002137501,0.001562644],"domain_scores_gemma":[0.9879338,0.00511272,0.0008358333,0.0003305304,0.003078085,0.002709058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002642289,0.00004139565,0.0001264358,0.0001315752,0.000003934813,0.0001370742,0.00006195837,0.00007881966,0.000119413,0.006805717,0.9861324,0.006334799],"study_design_scores_gemma":[0.00002528487,0.00002291109,0.0004932159,0.00025403,0.000005281217,0.00005326648,0.0001875735,0.0000583219,0.00007977538,0.00224984,0.9965518,0.00001862248],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005779299,0.006053045,0.0003128574,0.8432619,0.08882967,0.0002256156,0.001228971,0.0001773485,0.0593327],"genre_scores_gemma":[0.005458447,0.00495609,0.0007994942,0.7484046,0.02597676,0.0005851673,0.0007629037,0.000113505,0.212943],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06083984,"threshold_uncertainty_score":0.2035295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02878810876963954,"score_gpt":0.2906109643863415,"score_spread":0.2618228556167019,"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."}}