{"id":"W4405595729","doi":"10.1007/s10533-024-01190-8","title":"Black spruce boreal forest soil solution inorganic nitrogen is highly resilient to 20 years of elevated nitrogen deposition","year":2024,"lang":"en","type":"article","venue":"Biogeochemistry","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère des Ressources naturelles et des Forêts; Université du Québec à Montréal; Ministère des Ressources naturelles et des Forêts (Québec); Environment and Climate Change Canada","funders":"Environment and Climate Change Canada","keywords":"Black spruce; Taiga; Nitrogen; Deposition (geology); Environmental science; Boreal; Environmental chemistry; Ecology; Hydrology (agriculture); Chemistry; Geology; Geomorphology; Biology; Sediment","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":[0.000108463,0.0001399439,0.0001467505,0.00003879137,0.00004637419,0.00002576641,0.0001933513,0.0001613696,0.0003739069],"category_scores_gemma":[0.00001999965,0.0001440871,0.00008296927,0.0003210923,0.0001100041,0.0000639461,0.000170874,0.000100468,0.0004007045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001919733,"about_ca_system_score_gemma":0.00003508032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001175731,"about_ca_topic_score_gemma":0.0006058427,"domain_scores_codex":[0.9988308,0.00001782273,0.0002393771,0.0003792032,0.0002244319,0.0003083505],"domain_scores_gemma":[0.9995206,0.00002318393,0.00005031063,0.000253386,0.00001342545,0.0001390739],"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":[0.00004138955,0.00005516703,0.202882,0.00003305945,0.00003435233,0.00002707148,0.0001400802,0.00002476142,0.7724738,0.000009784407,0.0236135,0.0006650517],"study_design_scores_gemma":[0.0002489384,0.0001103306,0.07951334,0.00003737651,0.00005341793,0.00002964249,0.00002869423,0.0009833639,0.9141098,0.001165174,0.003499129,0.0002207777],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963727,0.00009446406,0.00007268273,0.0004051292,0.00006780651,0.0001209848,0.0001600643,0.00006389289,0.002642263],"genre_scores_gemma":[0.9989762,0.00003080446,0.0001897027,0.0001313183,0.00009370436,0.00001328356,0.000341815,0.0000165325,0.000206695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.141636,"threshold_uncertainty_score":0.58757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005744683639485213,"score_gpt":0.2086495853909832,"score_spread":0.2029049017514979,"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."}}