{"id":"W2148494448","doi":"10.1002/esp.2236","title":"Negligible soil erosion in a burned mountain watershed, Canadian Rockies: field and modelling investigations considering the role of duff","year":2011,"lang":"en","type":"article","venue":"Earth Surface Processes and Landforms","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Erosion; Surface runoff; Hydrology (agriculture); Environmental science; Ponding; Infiltration (HVAC); Subalpine forest; Taiga; Boreal; Watershed; Humus; Geology; Soil water; Ecosystem; Soil science; Forestry; Geomorphology; Ecology; Geography; Drainage","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":[0.0002611961,0.0003822119,0.0003896997,0.000572605,0.001594563,0.001033744,0.001521554,0.000615613,0.0007663658],"category_scores_gemma":[0.0004402943,0.000269131,0.0003705964,0.001101157,0.0007256109,0.0004109902,0.000256797,0.0004406773,0.00008265922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00844098,"about_ca_system_score_gemma":0.006240694,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9688648,"about_ca_topic_score_gemma":0.9788109,"domain_scores_codex":[0.9998531,0.00001130975,0.000004706269,0.00003135986,0.00002645393,0.0000731107],"domain_scores_gemma":[0.9997644,0.00006561649,0.00002548357,0.00001740875,0.00007470227,0.00005233114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00106823,0.001915935,0.3966899,0.0002462956,0.0001797754,0.001513907,0.001204342,0.5508733,0.01389797,0.001259004,0.001865907,0.02928544],"study_design_scores_gemma":[0.0001282943,0.0002499389,0.397919,0.00002942325,0.00007854848,0.0001186584,0.001662054,0.5959697,0.002324277,0.0001790729,0.001269918,0.00007107975],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988483,0.00003076333,0.0001132284,0.00001684981,7.541535e-7,0.00001456082,0.0001955209,0.00001295189,0.0007670425],"genre_scores_gemma":[0.9989263,0.00005833395,0.0004451167,0.00000687859,8.695364e-7,0.00001129795,0.0002486554,0.000003178376,0.0002994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0311352,"threshold_uncertainty_score":0.06263709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01179614559482076,"score_gpt":0.1794317815267683,"score_spread":0.1676356359319476,"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."}}