{"id":"W4408974457","doi":"10.22541/au.174334517.77512035/v1","title":"Ixodes ricinus microbiome varies in response to pathogen and symbiont presence across ecoregions in Belgium","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Ixodes ricinus; Microbiome; Biology; Pathogen; Ricinus; Ecology; Ixodes; Geography; Zoology; Microbiology; Botany; Tick; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.000258238,0.000245847,0.0003309112,0.0007593043,0.0002689584,0.000831867,0.0001496124,0.0001945406,0.0006304162],"category_scores_gemma":[0.000393978,0.0001461662,0.0003153732,0.0006773649,0.0003838912,0.0001779507,0.000363843,0.0001348006,0.0001140275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007569996,"about_ca_system_score_gemma":0.00040404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04577621,"about_ca_topic_score_gemma":0.0735452,"domain_scores_codex":[0.9996703,0.00009176297,0.00001684431,0.0001047189,0.00004231715,0.00007412922],"domain_scores_gemma":[0.9998012,0.00002842669,0.00008185874,0.00001194798,0.00003547028,0.00004107537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00115458,0.00006955947,0.91994,0.0002068053,0.0004424737,0.0005173322,0.002590142,0.0009864564,0.0559505,0.0001739967,0.000627425,0.01734076],"study_design_scores_gemma":[0.000003045407,0.00002744144,0.9980906,0.000008457795,0.0000278085,0.0001246903,0.0006494253,0.0001173533,0.0003033969,0.00001305044,0.0006307151,0.000004107567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988392,0.0003192093,0.0001278319,0.00001681739,0.000001876782,0.000003934629,0.0004292237,0.000009092845,0.000252928],"genre_scores_gemma":[0.9988853,0.0001355143,0.0002852939,0.00002061621,0.000002246163,0.000006227803,0.0004976506,0.000006598485,0.0001604636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04577621,"threshold_uncertainty_score":0.09101957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01307098732354937,"score_gpt":0.2827476312053604,"score_spread":0.269676643881811,"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."}}