{"id":"W4407789485","doi":"10.3390/pathogens14030206","title":"Effects of Live and Peptide-Based Antimicrobiota Vaccines on Ixodes ricinus Fitness, Microbiota, and Acquisition of Tick-Borne Pathogens","year":2025,"lang":"en","type":"article","venue":"Pathogens","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Collectivité de Corse; Fundação de Amparo à Pesquisa do Estado de São Paulo; Agence Nationale de la Recherche","keywords":"Ixodes ricinus; Biology; Borrelia afzelii; Microbiology; Tick; Vaccination; Pathogen; Borrelia; Ricinus; Borrelia garinii; Borrelia burgdorferi; Virology; Immunology; Antibody","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001556936,0.000312604,0.0005839342,0.0003257872,0.0001436315,0.00001312297,0.0001256364,0.0002748004,0.00007765157],"category_scores_gemma":[0.0001995359,0.0002886802,0.0001349423,0.0002629434,0.0003310267,0.00004745243,0.0001043191,0.0001513194,0.00002171076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003421316,"about_ca_system_score_gemma":0.00008798679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001120135,"about_ca_topic_score_gemma":0.00003106365,"domain_scores_codex":[0.9985069,0.0002608803,0.0004046482,0.0004773185,0.00003379399,0.0003164269],"domain_scores_gemma":[0.9985427,0.000662117,0.0002421016,0.0003322918,0.0001870843,0.00003366689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002843966,0.0004898935,0.03919845,0.0007769402,0.0002551096,0.00001675161,0.0001639127,0.00001636447,0.9564144,0.0003281792,0.0007608506,0.001294748],"study_design_scores_gemma":[0.001804833,0.0003952777,0.3813289,0.0003984965,0.0003814574,0.00002893102,0.00005056065,0.000008802073,0.6151824,0.00006223885,0.0001667216,0.0001913621],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894895,0.00868686,0.0001446433,0.0001168713,0.0003041694,0.0005290156,0.0005128419,0.00006299094,0.0001530994],"genre_scores_gemma":[0.9989404,0.0003456134,0.0001372838,0.0002427454,0.00001710996,0.00002183518,0.0001134502,0.00002422867,0.00015735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3421305,"threshold_uncertainty_score":0.9999565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004207859447272668,"score_gpt":0.2158139989550588,"score_spread":0.2116061395077862,"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."}}