{"id":"W2542754535","doi":"10.1016/j.foreco.2016.10.044","title":"Assessing the long-term ecological effects of riparian management practices on headwater streams in a coastal temperate rainforest","year":2016,"lang":"en","type":"article","venue":"Forest Ecology and Management","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Riparian zone; Logging; Basal area; Riparian forest; Environmental science; Species richness; Temperate rainforest; Thinning; STREAMS; Forest management; Ecology; Litter; Temperate climate; Rainforest; Temperate forest; Clearcutting; Agroforestry; Ecosystem; Biology; Habitat","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00104992,0.0002298426,0.0001909921,0.0003402162,0.0004299296,0.0007715961,0.0005071169,0.0004762636,0.0004972426],"category_scores_gemma":[0.002252701,0.0001404263,0.0003455995,0.0004676103,0.0005694084,0.0005846652,0.0006717898,0.0003254641,0.00008146306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001390613,"about_ca_system_score_gemma":0.0009848662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04059442,"about_ca_topic_score_gemma":0.1698168,"domain_scores_codex":[0.9995747,0.0001366409,0.00003661318,0.0000900926,0.00005923407,0.0001026987],"domain_scores_gemma":[0.9981863,0.0005488809,0.0004999333,0.0001074312,0.0002449201,0.0004125648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002866966,0.0004197091,0.9916215,0.00001215854,0.000125096,0.0001298313,0.0003080746,0.0007400062,0.002228953,0.00003080898,0.00004121549,0.004056027],"study_design_scores_gemma":[0.000002909904,0.0002011471,0.9985443,0.000002007593,0.00001961369,0.00001607915,0.0004313474,0.0005805191,0.000137421,0.00001679252,0.00004546689,0.000002287066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998964,0.00001168915,0.0000169379,0.000005476813,5.795554e-7,0.000001506203,0.00001848472,4.045497e-7,0.00004850775],"genre_scores_gemma":[0.9996343,0.00002268457,0.00008187342,0.000009360949,0.00000203872,0.000004408678,0.0000842442,5.319035e-7,0.0001606807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04059442,"threshold_uncertainty_score":0.08071631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01025505147920982,"score_gpt":0.2590432514979744,"score_spread":0.2487882000187646,"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."}}