{"id":"W4318930182","doi":"10.1371/journal.pone.0281192","title":"Infestation patterns of Ixodes scapularis and Dermacentor variabilis on dogs and cats across Canada","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"OVC Pet Trust","keywords":"Dermacentor variabilis; Ixodes scapularis; Dermacentor; Ixodes; Biology; Zoology; CATS; Infestation; Ecology; Medicine; Ixodidae; Tick; Acari; Botany","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":[0.00007788919,0.00009296176,0.0001702837,0.00003245766,0.00009635625,0.000009909421,0.00004351458,0.00007771734,0.00006626687],"category_scores_gemma":[0.0001753433,0.0000910514,0.00001276174,0.00008190939,0.00006558178,0.00004476736,0.00005295589,0.00008951756,0.00001408075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004060596,"about_ca_system_score_gemma":0.00006386801,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2200664,"about_ca_topic_score_gemma":0.2224873,"domain_scores_codex":[0.9993695,0.00007883773,0.0001371783,0.0001767241,0.00004382234,0.0001939582],"domain_scores_gemma":[0.9995241,0.0001986852,0.00006222899,0.0001295382,0.00005816827,0.00002727907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003977308,0.0002950274,0.856615,0.0001740122,0.0003043894,0.000006118498,0.0006550275,0.000004775884,0.1406207,0.00006108587,0.0003357582,0.0008883573],"study_design_scores_gemma":[0.0006633515,0.000110079,0.8977188,0.00008747789,0.00008851362,0.000005026228,0.0001716597,0.00001545678,0.1008344,0.00004585562,0.0001443421,0.0001150481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988484,0.0002643364,0.000003024443,0.0001794754,0.00007544705,0.0001618671,0.000388531,0.00005050416,0.00002839072],"genre_scores_gemma":[0.9993895,0.0001651422,0.000006033199,0.0001075917,0.00001162734,0.00002078868,0.0001417801,0.00001122663,0.0001463452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04110377,"threshold_uncertainty_score":0.7917002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02111995424037455,"score_gpt":0.2367645002366097,"score_spread":0.2156445459962351,"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."}}