{"id":"W7162002453","doi":"10.82308/40470","title":"Dissolved nitrogen dynamics in an ombrotrophic bog","year":2006,"lang":"en","type":"dissertation","venue":"","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bog; Ombrotrophic; Hydrology (agriculture); Peat; Nitrogen; Precipitation; Water table; Outflow","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001178935,0.0002111023,0.0002672177,0.0004942816,0.0007491962,0.0007150736,0.0002668277,0.0002919189,0.0004230979],"category_scores_gemma":[0.0001419172,0.0001768014,0.0001526521,0.0003190512,0.0002216282,0.0002832499,0.0003531102,0.0002537985,0.0001202545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003392929,"about_ca_system_score_gemma":0.0007562364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2768412,"about_ca_topic_score_gemma":0.4925789,"domain_scores_codex":[0.9999238,0.000006451693,0.000004675581,0.00002512579,0.00001617373,0.00002367749],"domain_scores_gemma":[0.9998937,0.0000081579,0.0000257081,0.000003746264,0.00003457471,0.00003405641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007668019,0.0002415815,0.7568267,0.0001099189,0.00009234039,0.0008141069,0.001446001,0.002956284,0.2226354,0.0002290046,0.0005420771,0.01333983],"study_design_scores_gemma":[0.000008797154,0.00007321986,0.9939307,0.000008868695,0.00001038238,0.00005584486,0.0005550206,0.001830488,0.002089,0.00003542789,0.001392942,0.000009299322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993024,0.00007261105,0.00002674959,0.00001366135,0.000001572523,0.000002219073,0.0001258789,0.000005289248,0.0004497351],"genre_scores_gemma":[0.9985012,0.00008410755,0.0001715954,0.00002707107,0.000001679083,0.000007400607,0.0003669441,0.000003815607,0.0008363636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2768412,"threshold_uncertainty_score":0.5504595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005338700614191457,"score_gpt":0.2301696146454315,"score_spread":0.22483091403124,"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."}}