{"id":"W2145777140","doi":"10.1002/hyp.6818","title":"Dissolved organic carbon export from a cutover and restored peatland","year":2007,"lang":"en","type":"article","venue":"Hydrological Processes","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada; McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Peat; Environmental science; Dissolved organic carbon; Hydrology (agriculture); Sphagnum; Environmental chemistry; Chemistry; Geology; Ecology; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002106441,0.0001562536,0.0002089959,0.00001958757,0.00009981048,0.000021299,0.0001550198,0.0001603671,0.001411842],"category_scores_gemma":[0.0001887574,0.000107906,0.00002035261,0.0001740503,0.00023797,0.00008032459,0.0001818787,0.0001383849,0.00004159039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003604684,"about_ca_system_score_gemma":0.000009881808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002926121,"about_ca_topic_score_gemma":0.001389322,"domain_scores_codex":[0.998807,0.00002165234,0.000200833,0.0004342413,0.000171475,0.0003648216],"domain_scores_gemma":[0.9994335,0.0001814111,0.0000677223,0.000147227,0.000007638894,0.0001625132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001273277,0.00008864635,0.987484,0.000006955036,0.000009198376,0.0001167362,0.0001948419,0.000005819763,0.01110473,0.000006035801,0.0003683261,0.000487342],"study_design_scores_gemma":[0.0006039278,0.0002815636,0.9870921,0.000005570146,0.00002383943,0.00002907403,0.00003593255,0.0002260854,0.00169135,0.003037099,0.006740755,0.0002327374],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843528,0.0002151052,0.0001356305,0.0002368144,0.00004639554,0.0001068916,0.000003591469,0.00007594476,0.01482688],"genre_scores_gemma":[0.9988914,0.0001049952,0.0001524983,0.00040876,0.00009261228,0.000008361277,0.00002668496,0.000009826042,0.0003048489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01453866,"threshold_uncertainty_score":0.999501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01103033616122918,"score_gpt":0.2198006596607184,"score_spread":0.2087703234994892,"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."}}