{"id":"W2967236147","doi":"10.1007/s00267-019-01193-4","title":"Access Matting Reduces Mixedgrass Prairie Soil and Vegetation Responses to Industrial Disturbance","year":2019,"lang":"en","type":"article","venue":"Environmental Management","topic":"Rangeland and Wildlife Management","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Ministry of Agriculture and Forestry; Trent University; University of Alberta","funders":"University of Alberta","keywords":"Environmental science; Soil water; Disturbance (geology); Organic matter; Biomass (ecology); Forb; Growing season; Vegetation (pathology); Agronomy; Grassland; Soil science; Ecology; Geology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002114315,0.0001540427,0.0001898356,0.0002075512,0.0003226915,0.0005158293,0.0004102304,0.0002316924,0.00431167],"category_scores_gemma":[0.0008814479,0.000171333,0.0001563962,0.0001381514,0.0002897863,0.000345821,0.0005055376,0.0003668616,0.000182324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003915891,"about_ca_system_score_gemma":0.0003588433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007237202,"about_ca_topic_score_gemma":0.0309238,"domain_scores_codex":[0.9998189,0.0000341387,0.000007983585,0.00005447492,0.00002750028,0.00005702866],"domain_scores_gemma":[0.9990414,0.0001511984,0.0002709777,0.00007169554,0.00006270158,0.0004021596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.007907702,0.007155302,0.3082448,0.0001455378,0.0002348378,0.0003362693,0.0008740632,0.0008604719,0.6449043,0.0003800215,0.0006352239,0.02832136],"study_design_scores_gemma":[0.00002884212,0.001165934,0.9914043,0.000005399815,0.00002840393,0.0000535151,0.0002682211,0.0007558081,0.005691746,0.00008400748,0.0005102354,0.000003569863],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995809,0.00001569848,0.00004473318,0.00001027205,0.000001447963,0.000001857765,0.00001203532,0.000003842242,0.0003292772],"genre_scores_gemma":[0.9986678,0.00002271581,0.0001680614,0.00002461661,0.000003663989,0.000004084545,0.00006593995,0.000004949095,0.001038163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007237202,"threshold_uncertainty_score":0.01442403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01328623689011885,"score_gpt":0.2295163530680595,"score_spread":0.2162301161779407,"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."}}