{"id":"W4388019617","doi":"10.1016/j.scitotenv.2023.168206","title":"Microbial activity, community composition and degraders in the glyphosate-spiked soil are driven by glycine formation","year":2023,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Pesticide and Herbicide Environmental Studies","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Helmholtz-Zentrum für Umweltforschung; Deutsche Forschungsgemeinschaft; Alexander von Humboldt-Stiftung","keywords":"Glyphosate; Glycine; Composition (language); Microbial population biology; Environmental chemistry; Chemistry; Soil microbiology; Bacteria; Soil water; Agronomy; Ecology; Biology; Biochemistry; Amino acid","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":[0.000148401,0.0003892056,0.0002969429,0.0002496073,0.0001734675,0.0004744957,0.0001514912,0.0003553803,0.0007253115],"category_scores_gemma":[0.0003310005,0.000224956,0.0002236973,0.0001968747,0.0002892224,0.0003121578,0.000287699,0.0003025499,0.0001715589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000307038,"about_ca_system_score_gemma":0.0002939714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003893102,"about_ca_topic_score_gemma":0.005019428,"domain_scores_codex":[0.999751,0.00003098939,0.00001632201,0.00009151693,0.00005269251,0.00005740691],"domain_scores_gemma":[0.9997903,0.00003541358,0.00006197947,0.00001132163,0.00004639631,0.00005466957],"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":[0.0003563013,0.00001950554,0.006343691,0.00001978477,0.00001132646,0.0000235057,0.0000349382,0.00004592837,0.992351,0.00002003035,0.00001460846,0.0007593486],"study_design_scores_gemma":[0.00002632955,0.0007097556,0.571332,0.00001717288,0.00004708171,0.0002589198,0.0005639583,0.002119984,0.4238361,0.0001832133,0.0008771768,0.00002828471],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989586,0.0001546625,0.0002171358,0.00002915837,0.000005811558,0.000005969125,0.0003564582,0.000006926022,0.0002652193],"genre_scores_gemma":[0.9984836,0.0001237054,0.0002747279,0.00003053895,0.000004006905,0.00001360181,0.000464411,0.000005724953,0.0005997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003893102,"threshold_uncertainty_score":0.007740915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01749040664529839,"score_gpt":0.2180051474348632,"score_spread":0.2005147407895649,"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."}}