{"id":"W4388140600","doi":"10.1128/msystems.00826-23","title":"Gut bacteria mediated adaptation of diamondback moth, <i>Plutella xylostella,</i> to secondary metabolites of host plants","year":2023,"lang":"en","type":"article","venue":"mSystems","topic":"Insect symbiosis and bacterial influences","field":"Agricultural and Biological Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"National Natural Science Foundation of China","keywords":"Diamondback moth; Plutella; Biology; Kaempferol; Brassica oleracea; Bacteria; Gut flora; Secondary metabolite; Botany; Glucosinolate; Proteobacteria; Secondary metabolism; Brassica; Flavonoid; Microbiology; Biochemistry; Larva; Antioxidant; Gene; 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":[0.00007456775,0.0004325655,0.0001992496,0.0001673057,0.0001229943,0.0002276182,0.0001208536,0.0002232826,0.0006751386],"category_scores_gemma":[0.00006624081,0.00009999819,0.0002330016,0.00008240729,0.0001301366,0.0001658269,0.0002771209,0.0004190125,0.0001576084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001720701,"about_ca_system_score_gemma":0.0001137771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000750502,"about_ca_topic_score_gemma":0.0008811863,"domain_scores_codex":[0.9999151,0.00001097372,0.000005881053,0.00002488933,0.00002064658,0.00002248782],"domain_scores_gemma":[0.9999393,0.000006277228,0.0000199176,0.000004949744,0.00000834051,0.00002113695],"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":[0.00003270009,0.000007025949,0.0002113713,0.00001448121,0.000001433199,0.00001522331,0.000004754762,0.000007071641,0.999465,0.000005572042,0.000005383834,0.0002299981],"study_design_scores_gemma":[0.00001513126,0.0006898745,0.05705107,0.00001146541,0.00002160121,0.0002737361,0.0001552942,0.000594345,0.9396993,0.00003313893,0.001446551,0.000008528005],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979401,0.000577601,0.0005819123,0.00004422845,0.00001016056,0.00001553083,0.0003497265,0.00003766737,0.0004431508],"genre_scores_gemma":[0.995375,0.0003551842,0.001272214,0.00006941576,0.000004940927,0.00002341883,0.000852206,0.00001458771,0.00203296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000750502,"threshold_uncertainty_score":0.002258599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0254738282796856,"score_gpt":0.2163726848609528,"score_spread":0.1908988565812672,"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."}}