{"id":"W4381569351","doi":"10.3390/f14061124","title":"Long-Term Simulated Nitrogen Deposition Has Moderate Impacts on Soil Microbial Communities across Three Bioclimatic Domains of the Eastern Canadian Forest","year":2023,"lang":"en","type":"article","venue":"Forests","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère des Ressources naturelles et des Forêts; Université de Montréal; Université du Québec à Montréal; Environment and Climate Change Canada","funders":"Environment and Climate Change Canada; Mitacs","keywords":"Moorland; Ecosystem; Environmental science; Microbial population biology; Soil water; Deposition (geology); Ecology; Biology; Nitrogen cycle; Soil acidification; Balsam; Agronomy; Forest ecology; Botany; Soil pH; Nitrogen; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001411165,0.0001702506,0.0001735188,0.00002833268,0.0005783078,0.0001326271,0.0003697788,0.00012685,0.00001558565],"category_scores_gemma":[0.00001682091,0.00006759018,0.0001491539,0.0004201179,0.0001734229,0.00006808338,0.0001074731,0.0001405733,0.00004814166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007000804,"about_ca_system_score_gemma":0.00003536931,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1347195,"about_ca_topic_score_gemma":0.9912598,"domain_scores_codex":[0.9989229,0.0000796973,0.0001938647,0.000131757,0.0001929718,0.0004787945],"domain_scores_gemma":[0.999423,0.0001205199,0.0001008234,0.0001409821,0.00006746873,0.0001471729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006513373,0.00003191658,0.9903976,0.00001771947,0.00003136516,0.00001171931,0.000436115,0.002714407,0.005620052,0.00004012423,0.00007468661,0.0005591061],"study_design_scores_gemma":[0.0002403875,0.0001240261,0.9438148,0.00008464287,0.00001621083,0.000008072775,0.0001603516,0.05233704,0.002180872,0.0008805554,0.000004075529,0.0001489988],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985657,0.00002393096,0.000001156499,0.0005746131,0.000127024,0.0002687335,0.0003205508,0.00006742406,0.00005092254],"genre_scores_gemma":[0.9992592,0.000006501373,0.000001889097,0.0002278055,0.00006543547,0.000007249989,0.0003988821,0.000003840664,0.00002921951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8565403,"threshold_uncertainty_score":0.8710425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03285255409645108,"score_gpt":0.2449688240295094,"score_spread":0.2121162699330583,"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."}}