{"id":"W3174198983","doi":"10.1590/1519-6984.242830","title":"Amazonian soil fungi are efficient degraders of glyphosate herbicide; novel isolates of Penicillium, Aspergillus, and Trichoderma","year":2021,"lang":"en","type":"article","venue":"Brazilian Journal of Biology","topic":"Pesticide and Herbicide Environmental Studies","field":"Environmental Science","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação de Amparo à Pesquisa do Estado do Amazonas; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Queen's University Belfast; Queen's University; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Directorate for Biological Sciences; Universidade Federal do Amazonas","keywords":"Biology; Glyphosate; Penicillium; Trichoderma; Soil microbiology; Penicillium citrinum; Aspergillus; Botany; Pesticide; Food science; Microbiology; Biotechnology; Agronomy; Soil water; Ecology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003190049,0.000201116,0.0006004708,0.00007269045,0.00009482886,0.00000739339,0.0002261932,0.0001169326,0.0008096455],"category_scores_gemma":[0.0001215912,0.0001633429,0.0001747624,0.0002253876,0.0007149479,0.00007393803,0.0002675475,0.0001990876,0.00001315037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008018971,"about_ca_system_score_gemma":0.00002548115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002136733,"about_ca_topic_score_gemma":0.0002418257,"domain_scores_codex":[0.9983892,0.00009559566,0.0007352854,0.0002532183,0.0001916911,0.0003349656],"domain_scores_gemma":[0.9987832,0.0001700453,0.0006920726,0.0001786623,0.00003333709,0.0001426761],"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":[0.00009593752,0.0002470892,0.3572276,0.0000312794,0.000119064,0.00003953562,0.0005198137,0.002202603,0.6340329,0.0000463933,0.0002127756,0.005224974],"study_design_scores_gemma":[0.001387816,0.0005297986,0.9069697,0.0001062508,0.0001138322,0.000386276,0.001533954,0.00039272,0.0868715,0.0002649569,0.001215069,0.0002281324],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911619,0.006729472,0.0005634729,0.0006915317,0.0001426471,0.0000710739,0.00002689027,0.000004188164,0.0006087683],"genre_scores_gemma":[0.9973295,0.0006975692,0.001633862,0.0001821144,0.00003655212,0.000001128343,0.000002353165,0.00001354961,0.0001034243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5497421,"threshold_uncertainty_score":0.886505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01231983854793287,"score_gpt":0.2290725221728142,"score_spread":0.2167526836248813,"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."}}