{"id":"W4200555814","doi":"10.1016/j.apsoil.2021.104350","title":"The nitrification inhibitor nitrapyrin has non-target effects on the soil microbial community structure, composition, and functions","year":2021,"lang":"en","type":"article","venue":"Applied Soil Ecology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Fonds de recherche du Québec – Nature et technologies","keywords":"Nitrification; Microbial population biology; Rhizosphere; Proteobacteria; Nitrogen cycle; Community structure; Agronomy; Thaumarchaeota; Bulk soil; Biology; Ammonium; Soil biology; Soil water; Botany; Chemistry; Nitrogen; Ecology; Soil organic matter; Archaea; 16S ribosomal RNA; Bacteria","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005985943,0.0001838398,0.0002223726,0.00002180136,0.004196104,0.00005844397,0.000401958,0.0002377809,0.0009603577],"category_scores_gemma":[0.00006201248,0.0001292862,0.00005278558,0.0001939721,0.001093432,0.00003840456,0.0003741105,0.001064677,0.0003395539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009049891,"about_ca_system_score_gemma":0.00004549008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002044526,"about_ca_topic_score_gemma":0.01274793,"domain_scores_codex":[0.9977205,0.00138768,0.0002539965,0.0002444354,0.0000720585,0.0003212951],"domain_scores_gemma":[0.9964712,0.002628684,0.0001304411,0.0006900736,0.00002213473,0.00005750624],"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":[0.0001445667,0.0002394825,0.002507773,0.00001108163,0.00006149353,0.000002343536,0.0007944045,0.0005579389,0.9399113,0.002778485,0.05179751,0.001193614],"study_design_scores_gemma":[0.001893627,0.0004561666,0.520725,0.000009520857,0.00009158208,0.00008657355,0.001132754,0.0001650915,0.3808225,0.0591349,0.03493887,0.0005434074],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918144,0.00001283878,0.00004175927,0.003413012,0.0003857604,0.0003536805,0.00002594219,0.00002564183,0.003926962],"genre_scores_gemma":[0.9951794,0.00001521396,0.00007292335,0.00414761,0.00009037582,0.00007218751,0.0002420536,0.00001353897,0.000166694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5590888,"threshold_uncertainty_score":0.9999529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008218731561179913,"score_gpt":0.1943500916950331,"score_spread":0.1861313601338532,"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."}}