{"id":"W4205298417","doi":"10.1093/femsre/fuab056","title":"Pesticide-induced disturbances of bee gut microbiotas","year":2021,"lang":"en","type":"article","venue":"FEMS Microbiology Reviews","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Ontario","keywords":"Biology; Pesticide; Zoology; Ecology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004960278,0.0001983412,0.0006097548,0.00001419017,0.0001361915,0.00002238477,0.0003551322,0.0001865683,0.002850719],"category_scores_gemma":[0.0002920487,0.00007516255,0.0002468852,0.0004404025,0.0001425436,0.00004495624,0.0001434281,0.0002276687,0.000357719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002051498,"about_ca_system_score_gemma":0.00003520337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001374654,"about_ca_topic_score_gemma":0.0006410909,"domain_scores_codex":[0.9981791,0.0004330427,0.0005290156,0.0003928807,0.00004443252,0.0004215003],"domain_scores_gemma":[0.9991289,0.0003147881,0.0002012867,0.000111103,0.0001666143,0.00007728844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001042108,0.00006865989,0.002883764,0.00004050105,0.00001623993,0.000009154254,0.00003717123,4.841798e-8,0.9616132,0.00009406588,0.005365985,0.02986075],"study_design_scores_gemma":[0.0001948205,0.0003248747,0.03816565,0.0002286947,0.0000435794,0.000248605,0.00007852787,0.000001137172,0.3626885,0.000192784,0.5974625,0.0003703391],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9654316,0.03151949,0.000001997394,0.0006076517,0.0002240899,0.0003039672,0.0001048498,0.00002306458,0.001783267],"genre_scores_gemma":[0.9935667,0.003593494,0.0002501714,0.0004369115,0.0003048257,0.00002522758,0.00039077,0.000001910096,0.00142998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5989248,"threshold_uncertainty_score":0.9980608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05691503524674441,"score_gpt":0.289569624577955,"score_spread":0.2326545893312106,"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."}}