{"id":"W4390514765","doi":"10.14430/arctic78294","title":"Surveillance for Zoonotic Pathogens and Inuit Qaujimajatuqangit of Ringed Seals (nattiit) (Pusa hispida) in Frobisher Bay and Eclipse Sound, Nunavut, Canada","year":2023,"lang":"en","type":"article","venue":"ARCTIC","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; ARCTIConnexion; University of Prince Edward Island; University of Saskatchewan; University of Calgary","funders":"Fisheries and Oceans Canada; Canadian Wildlife Health Cooperative; University of Prince Edward Island","keywords":"Veterinary medicine; Bay; Leptospira interrogans; Trichinella; Biology; Population; Seroprevalence; Erysipelothrix rhusiopathiae; Oyster; Leptospira; Toxoplasma gondii; Leptospirosis; Fishery; Serology; Zoology; Geography; Microbiology; Medicine; Environmental health; Helminths; Archaeology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0004082996,0.000144521,0.0002790761,0.00003166048,0.00008086616,0.00001518262,0.0001229363,0.00003799284,0.0002775262],"category_scores_gemma":[0.0002397366,0.000140507,0.00002963558,0.0003008803,0.0001187168,0.00007970197,0.0003800887,0.00008187725,0.00001543302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000249418,"about_ca_system_score_gemma":0.00003083943,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2058945,"about_ca_topic_score_gemma":0.9898909,"domain_scores_codex":[0.9988197,0.00005066177,0.0002452336,0.0003420176,0.0001969384,0.0003454328],"domain_scores_gemma":[0.9993013,0.0003385962,0.0000803548,0.000183448,0.00001216274,0.00008417969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001615964,0.00001395193,0.9962924,0.000149247,0.00001536079,0.00001186624,0.0003456538,0.00007330286,0.0001393672,0.00003104928,0.0006984571,0.002213155],"study_design_scores_gemma":[0.0004109773,0.0000539987,0.9956923,0.00002479927,0.00001158715,0.000003792176,0.0001378666,0.0005300261,0.00001471725,0.0007373275,0.002225205,0.0001574334],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998246,0.0002503303,0.00000213937,0.0003149097,0.000080597,0.0003723152,0.00004875149,0.0000148917,0.000670039],"genre_scores_gemma":[0.9990032,0.0001980305,0.0001622485,0.0002434316,0.00002953507,0.00004264625,0.00000484308,0.00001728468,0.0002987651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7839965,"threshold_uncertainty_score":0.7993935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01436838499672222,"score_gpt":0.2214521926428955,"score_spread":0.2070838076461733,"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."}}