{"id":"W2028672917","doi":"10.1007/s10342-011-0485-5","title":"Post-harvest windthrow and recruitment of large woody debris in riparian buffers on Vancouver Island","year":2011,"lang":"en","type":"article","venue":"European Journal of Forest Research","topic":"Forest Ecology and Biodiversity Studies","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"FPInnovations; University of British Columbia","funders":"","keywords":"Windthrow; Riparian zone; Debris; STREAMS; Coarse woody debris; Hydrology (agriculture); Environmental science; Large woody debris; Logging; Riparian buffer; Geology; Sediment; Channel (broadcasting); Buffer strip; Ecology; Habitat; Forestry; Geography; Geomorphology; Surface runoff; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002275736,0.00008875381,0.0001872368,0.00008213345,0.0001879928,0.00001609359,0.0002851195,0.00003569162,0.0001855865],"category_scores_gemma":[0.0001950105,0.00003486385,0.00005995771,0.0002104342,0.0002516945,0.0001151872,0.0001744985,0.0003585216,0.00002696905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002602262,"about_ca_system_score_gemma":0.00001219054,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000164509,"about_ca_topic_score_gemma":0.0189543,"domain_scores_codex":[0.998411,0.0005927589,0.0002603882,0.0001410887,0.0002878603,0.0003069003],"domain_scores_gemma":[0.9993187,0.0001922439,0.0001255772,0.00004464233,0.0002164141,0.0001023912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007797928,0.0004859077,0.9836263,0.00001179378,0.00005453124,0.0004339818,0.001358226,0.000001024498,0.0009006487,0.0002811708,0.007681172,0.004385427],"study_design_scores_gemma":[0.0005783694,0.004114122,0.9860454,0.00005864778,0.000006241927,0.00001095512,0.001510245,9.718462e-7,0.0002829783,0.0001303063,0.007196825,0.0000649279],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991851,0.0001357092,3.39323e-7,0.0005109646,0.0001041468,0.0001514773,0.00002747793,0.000002733867,0.007216151],"genre_scores_gemma":[0.9992853,0.000193555,0.00004281541,0.00008268632,0.00007112904,7.289163e-7,0.000001998187,9.558617e-7,0.0003208247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01878979,"threshold_uncertainty_score":0.9989472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1263699231720274,"score_gpt":0.2943298129887001,"score_spread":0.1679598898166727,"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."}}