{"id":"W4414959722","doi":"10.1093/jme/tjaf122","title":"Distribution of <i>Dermacentor andersoni</i> Stiles and <i>Dermacentor variabilis</i> (Say) (Acari: Ixodidae) in western Canada based on active surveillance","year":2025,"lang":"en","type":"article","venue":"Journal of Medical Entomology","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Lethbridge College; Agriculture and Agri-Food Canada; University of Saskatchewan; University of Lethbridge","funders":"Beef Cattle Research Council; Alberta Agriculture and Forestry","keywords":"Dermacentor variabilis; Dermacentor; Ecoregion; Precipitation; Elevation (ballistics); Distribution (mathematics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001791455,0.0002843536,0.0001743294,0.001520055,0.0008085993,0.0007195103,0.0004678707,0.000162009,0.0008013949],"category_scores_gemma":[0.0003738044,0.0001860783,0.0002311375,0.001358336,0.000452235,0.0001468844,0.0003500858,0.0002408802,0.0001207127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005184683,"about_ca_system_score_gemma":0.003747197,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9467897,"about_ca_topic_score_gemma":0.9765754,"domain_scores_codex":[0.9997198,0.00001264911,0.00001429245,0.00004922376,0.00009883835,0.0001051574],"domain_scores_gemma":[0.9993217,0.00002648448,0.000139427,0.00001338357,0.000302579,0.0001964901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003487039,0.00001045107,0.9938599,0.00001724202,0.00003146959,0.0000709861,0.0003554239,0.00006735104,0.001482334,0.00003074737,0.0003022691,0.003737046],"study_design_scores_gemma":[0.000001300727,0.00001135413,0.9990966,0.000008410744,0.000009181485,0.00007128612,0.000395038,0.00007641046,0.00009343748,0.000003137265,0.0002311237,0.000002614184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979072,0.0002488146,0.00004537236,0.00002436346,0.00000173835,0.00001291205,0.0007148443,0.000007397664,0.001037333],"genre_scores_gemma":[0.9984331,0.0002630613,0.0001480574,0.00002528093,0.000001497763,0.000006448503,0.0006907061,0.000001522784,0.0004302084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05321026,"threshold_uncertainty_score":0.1070472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005416890212558769,"score_gpt":0.2482455112310272,"score_spread":0.2428286210184684,"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."}}