{"id":"W4300706738","doi":"","title":"Peaks of in situ N2 O emissions are influenced by N2 O producing and reducing microbial communities across arable soils","year":2017,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Arable land; Soil water; Environmental science; In situ; Soil science; Environmental chemistry; Ecology; Agriculture; Chemistry; Geography; Biology; Meteorology","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":[0.0003226155,0.000322825,0.0003475727,0.0006464121,0.0003352322,0.0005095306,0.0001989696,0.000316778,0.0005393812],"category_scores_gemma":[0.0004909131,0.0001834971,0.0001957212,0.0007459266,0.0003427945,0.0003944906,0.0004077939,0.0002405128,0.0001473449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002015152,"about_ca_system_score_gemma":0.0001635664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002989497,"about_ca_topic_score_gemma":0.003689528,"domain_scores_codex":[0.9995694,0.00004754489,0.00002679051,0.0002209075,0.00006772033,0.00006770251],"domain_scores_gemma":[0.9995484,0.0001008481,0.0001707692,0.00002349751,0.0001022984,0.000054151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004521588,0.00009182761,0.4841799,0.0001480624,0.0001336489,0.0001360812,0.000743246,0.0005925374,0.4998241,0.00006524245,0.0001251222,0.01350808],"study_design_scores_gemma":[0.000002584432,0.00005296095,0.9903294,0.000005952791,0.00001639231,0.00005585364,0.0002680589,0.0005181015,0.008325557,0.00005455323,0.0003628486,0.000007533211],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987713,0.0001894581,0.0003854127,0.000009724942,0.000002108544,0.000004001543,0.0002575254,0.00000995225,0.0003705666],"genre_scores_gemma":[0.9985994,0.0001454513,0.0005783962,0.00002118934,0.000004211836,0.00001452276,0.0004453429,0.000007122886,0.0001843607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002989497,"threshold_uncertainty_score":0.005944192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0182662761820227,"score_gpt":0.2398679514398516,"score_spread":0.2216016752578289,"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."}}