{"id":"W1606301929","doi":"10.1002/hyp.9820","title":"Effect of drainage and wildfire on peat hydrophysical properties","year":2013,"lang":"en","type":"article","venue":"Hydrological Processes","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Canadian Forest Service; McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Peat; Sphagnum; Drainage; Environmental science; Hydrology (agriculture); Water table; Disturbance (geology); Soil science; Geology; Ecology; Groundwater; Geomorphology; Geotechnical engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001088439,0.0001415415,0.0002377713,0.00001495849,0.00008249195,0.00001764822,0.0001380031,0.00008551442,0.0005195321],"category_scores_gemma":[0.00018526,0.000075266,0.00002836557,0.0001051939,0.0004677893,0.0001183564,0.000133869,0.0001046731,0.0002427185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001196552,"about_ca_system_score_gemma":0.000003277978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008582765,"about_ca_topic_score_gemma":0.000007563619,"domain_scores_codex":[0.9991496,0.00007669972,0.0001268163,0.000280785,0.0001398037,0.0002263364],"domain_scores_gemma":[0.9995796,0.0001813569,0.00004668253,0.0001103925,0.000004140673,0.00007781402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001512784,0.001582024,0.718582,0.001174169,0.0000856275,0.0001038159,0.001115575,0.001565851,0.1789609,0.0003769511,0.00547271,0.08946761],"study_design_scores_gemma":[0.005555499,0.05762015,0.6824465,0.0002306075,0.0001829924,0.0001550591,0.00007207882,0.02087406,0.196902,0.02421367,0.009845298,0.001902083],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827344,0.00007006874,0.00000499991,0.0004205853,0.0000138164,0.0002429648,7.507665e-7,0.00003747599,0.01647497],"genre_scores_gemma":[0.999375,0.00002615055,0.00001613419,0.0002665131,0.00002652934,0.00007464084,0.000002273685,0.000006199722,0.0002065811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08756553,"threshold_uncertainty_score":0.5688512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006656433664507376,"score_gpt":0.200557007742249,"score_spread":0.1939005740777416,"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."}}