{"id":"W4401794294","doi":"10.1007/s10123-024-00582-y","title":"Functional redundancy and niche specialization in honeybee and Varroa microbiomes","year":2024,"lang":"en","type":"article","venue":"International Microbiology","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"Agence Nationale de la Recherche","keywords":"Varroa; Biology; Varroa destructor; Microbiome; Mite; Ecology; Honey bee; Niche; Mesostigmata; Taxon; Commensalism; Zoology; Ecological niche; Evolutionary biology; Genetics; Bacteria","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":[0.0002081062,0.000276463,0.0003031277,0.001233467,0.0005199426,0.0007573499,0.0001769605,0.0004059606,0.001455771],"category_scores_gemma":[0.000481889,0.0002086659,0.000270659,0.0004752451,0.0003085004,0.0005689369,0.0007752226,0.0002996909,0.0003225115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00019075,"about_ca_system_score_gemma":0.0001884766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009651093,"about_ca_topic_score_gemma":0.001536854,"domain_scores_codex":[0.9997212,0.00003517553,0.00001920387,0.0001032794,0.00004876314,0.00007237242],"domain_scores_gemma":[0.9996035,0.00007451366,0.0001134087,0.00003699474,0.00007438359,0.00009725238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002599664,0.00003050316,0.03529511,0.00006804433,0.00003867167,0.00005659837,0.0002632115,0.00006628287,0.9600039,0.000169751,0.0000507124,0.003697254],"study_design_scores_gemma":[0.000008509018,0.0002257239,0.9628792,0.0000210322,0.00005985041,0.0006260419,0.001085374,0.001115878,0.03201534,0.0002834581,0.001659518,0.00001995614],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99893,0.0001937311,0.0001988099,0.00002324581,0.000003473422,0.000002693792,0.0002846552,0.000005614135,0.0003576628],"genre_scores_gemma":[0.9983264,0.00009899962,0.0004942655,0.00002669885,0.000006228968,0.000007345609,0.0005987935,0.000006467984,0.0004348893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001455771,"threshold_uncertainty_score":0.004870057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0173223124826166,"score_gpt":0.2427360739668129,"score_spread":0.2254137614841963,"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."}}