{"id":"W4401271631","doi":"10.1089/vbz.2024.0025","title":"Mapping <i>Ixodes pacificus</i> and <i>Borrelia burgdorferi</i> Habitat Suitability Under Current and Mid-Century Climate in the Pacific Northwest (BC and WA)","year":2024,"lang":"en","type":"article","venue":"Vector-Borne and Zoonotic Diseases","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Centre for Disease Control; University of Calgary","funders":"Public Health Agency; Public Health Agency of Canada; British Columbia Centre for Disease Control; Washington State University","keywords":"Borrelia burgdorferi; Ixodes; Habitat; Current (fluid); Geography; Ecology; Biology; Tick; Oceanography; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.000239326,0.0002645091,0.000230091,0.00004929783,0.0002480193,0.0003932056,0.00009902229,0.0000548277,0.0006620804],"category_scores_gemma":[0.00003360452,0.000188235,0.00004881441,0.0002987167,0.0006231443,0.0002907171,0.0002198058,0.0001560594,0.0000380793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009594182,"about_ca_system_score_gemma":0.00001268613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002610273,"about_ca_topic_score_gemma":0.0007444434,"domain_scores_codex":[0.9984125,0.00009266497,0.0002489997,0.0005994366,0.0002280425,0.0004183756],"domain_scores_gemma":[0.9992564,0.0002461747,0.00003928162,0.0002255915,0.000008642659,0.0002238897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004673996,0.000251201,0.9813474,0.0004339527,0.00001812397,0.00003147656,0.001298806,0.000002724519,0.0003685568,0.002810955,0.001792115,0.01159794],"study_design_scores_gemma":[0.000332722,0.00005177109,0.9760283,0.00009920419,0.00005541362,0.00001566119,0.008795882,0.0001267118,0.00001559056,0.0004197736,0.0138022,0.0002567961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764494,0.01981069,0.000008123298,0.001674981,0.0002314746,0.0003168178,0.0006602457,0.00006384768,0.0007844022],"genre_scores_gemma":[0.98948,0.01013065,0.00000533511,0.0001607574,0.00003965645,0.00003976614,0.0001176514,0.00001461593,0.00001160596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01303054,"threshold_uncertainty_score":0.7675999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0157163515398374,"score_gpt":0.2373528014813656,"score_spread":0.2216364499415283,"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."}}