{"id":"W4220826281","doi":"10.5194/egusphere-egu22-3524","title":"Plant-fungal feedbacks of nitrogen deposition to peatland carbon sink potential","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Peat; Nutrient; Chemistry; Ammonium; Nitrogen; Bog; Nitrate; Environmental chemistry; Botany; Organic matter; Animal science; Agronomy; Biology; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001488565,0.0001821475,0.000231048,0.0001218258,0.0001826022,0.0003096127,0.0001657523,0.0001532575,0.0009064155],"category_scores_gemma":[0.0002058564,0.0001320458,0.00009594126,0.00007934395,0.0001862254,0.0002037688,0.0002821185,0.0002229027,0.0001474706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004918681,"about_ca_system_score_gemma":0.0002195243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006811408,"about_ca_topic_score_gemma":0.01887552,"domain_scores_codex":[0.9999313,0.0000155073,0.000003734223,0.0000178237,0.0000145117,0.00001706477],"domain_scores_gemma":[0.9998642,0.00003352007,0.00002553587,0.000008153507,0.00002679852,0.00004172293],"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":[0.0007450337,0.00006634428,0.04628252,0.00007227839,0.0000248694,0.0001930069,0.00008525764,0.001182053,0.9457985,0.0001522753,0.00008374802,0.005314107],"study_design_scores_gemma":[0.0000264158,0.0003693859,0.904981,0.00001050207,0.00002808284,0.0001571731,0.0003777417,0.007068869,0.08540402,0.0002763339,0.001286689,0.00001388964],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993296,0.00008193031,0.0001320429,0.00001072821,0.000001990178,0.000002780281,0.00005735394,0.000009178896,0.00037446],"genre_scores_gemma":[0.9992087,0.0000545007,0.0001789804,0.000008923795,0.00000126913,0.000004399298,0.00008474101,0.000004554144,0.000453848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006811408,"threshold_uncertainty_score":0.01354355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007490380484229704,"score_gpt":0.2145292531806935,"score_spread":0.2070388726964638,"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."}}