{"id":"W1901933764","doi":"10.1038/nclimate2643","title":"Dual controls on carbon loss during drought in peatlands","year":2015,"lang":"en","type":"article","venue":"Nature Climate Change","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":175,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"McGill University","keywords":"Peat; Environmental science; Soil carbon; Boreal; Carbon cycle; Shrub; Carbon fibers; Global warming; Sphagnum; Waterlogging (archaeology); Climate change; Soil water; Ecology; Ecosystem; Soil science; Wetland; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0004343501,0.0002268986,0.0003639194,0.0005566632,0.0004933921,0.001210553,0.0002731927,0.0005315727,0.001926766],"category_scores_gemma":[0.00105953,0.0002633126,0.0002298198,0.0002152776,0.0006629567,0.0009056777,0.000940843,0.0004238553,0.0001156609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006678381,"about_ca_system_score_gemma":0.0003795249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004895184,"about_ca_topic_score_gemma":0.009784051,"domain_scores_codex":[0.9998232,0.00002448569,0.00001304098,0.00003790429,0.00001744683,0.00008413607],"domain_scores_gemma":[0.9992091,0.0002139672,0.0001617511,0.00004976963,0.00007961755,0.000285802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005090604,0.0004440376,0.538421,0.0002104269,0.0003878914,0.0005599541,0.0009093335,0.0084142,0.4168207,0.005497888,0.0007438476,0.02250012],"study_design_scores_gemma":[0.00001844884,0.00006243693,0.9931722,0.000006602977,0.00002555766,0.00005950227,0.0002408149,0.002534832,0.002340933,0.001215517,0.000308392,0.00001460549],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987697,0.0001295961,0.0002296321,0.00008314162,0.000006520396,0.000002509795,0.00008313036,0.000006501382,0.0006892048],"genre_scores_gemma":[0.9997024,0.00003013513,0.00004590845,0.00001281917,0.000006961891,0.000002055871,0.00004313836,0.000003421165,0.0001532265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004895184,"threshold_uncertainty_score":0.009733379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02074932527607444,"score_gpt":0.2571903044659817,"score_spread":0.2364409791899073,"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."}}