{"id":"W2968005429","doi":"10.1007/s10393-019-01433-3","title":"A Transdisciplinary Approach to Brucella in Muskoxen of the Western Canadian Arctic 1989–2016","year":2019,"lang":"en","type":"article","venue":"EcoHealth","topic":"Brucella: diagnosis, epidemiology, treatment","field":"Veterinary","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Nunavut; Canadian Bio-Systems (Canada); Provincial Laboratory of Public Health; Government of Northwest Territories; Yukon Department of Environment; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; ArcticNet; Canadian Wildlife Health Cooperative; Government of Nunavut; Polar Knowledge Canada; Canadian Food Inspection Agency","keywords":"Biovar; Bay; Geography; Brucella; Animal ecology; Arctic; Seroprevalence; Peninsula; Beluga; Brucellosis; Archipelago; Biology; Veterinary medicine; Ecology; Serology; Medicine; Archaeology; Immunology","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":[0.0007135152,0.0004249071,0.0002712645,0.002611648,0.003610552,0.0008410324,0.0007158192,0.0003731318,0.0009159205],"category_scores_gemma":[0.0009383806,0.0002853258,0.0003368614,0.002730682,0.0006104416,0.0002936731,0.001215237,0.0003343312,0.0001524716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007711558,"about_ca_system_score_gemma":0.00819993,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9509865,"about_ca_topic_score_gemma":0.9893714,"domain_scores_codex":[0.999315,0.00008833652,0.00003249539,0.0001620511,0.0001727963,0.0002292751],"domain_scores_gemma":[0.999033,0.00005219043,0.0002338926,0.0000307071,0.0003910275,0.000259297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006364851,0.00002013345,0.9836909,0.00005323168,0.00007472699,0.0002124543,0.005369172,0.0001310182,0.001264601,0.00006061441,0.0004354623,0.008624099],"study_design_scores_gemma":[8.743512e-7,0.00003000619,0.9931947,0.00002942178,0.00001526554,0.00009993103,0.005021021,0.0001041337,0.00009047607,0.00001727148,0.001390721,0.000006233508],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961854,0.0008311097,0.0002195219,0.0001029699,0.00001288542,0.00004347601,0.0009051817,0.000004326129,0.001695062],"genre_scores_gemma":[0.9951642,0.001007238,0.0008277092,0.0001254433,0.00001193069,0.00005679614,0.00102396,0.000003255926,0.001779455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0490135,"threshold_uncertainty_score":0.09860426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06348733645486583,"score_gpt":0.3333717000880914,"score_spread":0.2698843636332255,"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."}}