{"id":"W3107458312","doi":"10.3390/microorganisms9112283","title":"Dietary Contamination with a Neonicotinoid (Clothianidin) Gradient Triggers Specific Dysbiosis Signatures of Microbiota Activity along the Honeybee (Apis mellifera) Digestive Tract","year":2021,"lang":"en","type":"article","venue":"Microorganisms","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Institut national de la recherche scientifique; Ministère de l'Agriculture, des Pêcheries et de l'Alimentation","keywords":"Clothianidin; Biology; Neonicotinoid; Dysbiosis; Gut flora; Hindgut; Pesticide; Zoology; Midgut; Thiamethoxam; Ecology; Larva; Immunology; Imidacloprid","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0003164521,0.0002356337,0.000303255,0.00002289745,0.0003729523,0.0001147178,0.0003306056,0.0001519577,0.0007913052],"category_scores_gemma":[0.00004713884,0.00008592734,0.0001410628,0.0006538936,0.0002304447,0.0001245133,0.0000816253,0.0003786864,0.00002309534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007987295,"about_ca_system_score_gemma":0.00006035569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008389079,"about_ca_topic_score_gemma":0.001153995,"domain_scores_codex":[0.998323,0.0002808883,0.0002308204,0.000420355,0.0003258665,0.0004190904],"domain_scores_gemma":[0.9987722,0.0005926058,0.0001520387,0.0001325844,0.0002574839,0.00009307472],"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":[0.0001267383,0.0002861606,0.003542981,0.00001603782,0.00004979686,0.0000420133,0.000647213,0.000004927255,0.9784252,0.00005762487,0.000362065,0.01643926],"study_design_scores_gemma":[0.0002054519,0.0003610933,0.2635617,0.00003950898,0.00002772019,0.00004629651,0.0005797803,0.000005814581,0.7342721,0.00003407108,0.0006994772,0.0001669213],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953697,0.001661862,0.00001293022,0.00216958,0.0001136687,0.0003519549,0.000117668,0.00003358478,0.0001690513],"genre_scores_gemma":[0.9988733,0.0003502148,0.0001144664,0.000139928,0.0001313948,0.000009356256,0.00009283762,0.000004451139,0.0002840406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2600188,"threshold_uncertainty_score":0.8664237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01907377819210406,"score_gpt":0.2177521442711439,"score_spread":0.1986783660790398,"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."}}