{"id":"W1939931207","doi":"10.1002/esp.3356","title":"Wood dynamics in upland streams under different disturbance regimes","year":2012,"lang":"en","type":"article","venue":"Earth Surface Processes and Landforms","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"STREAMS; Fluvial; Riparian zone; Environmental science; Hydrology (agriculture); Channel (broadcasting); Disturbance (geology); Structural basin; Physical geography; Ecology; Geology; Geography; Habitat; Geomorphology; Biology","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":[0.00011772,0.000158188,0.0002352327,0.001077313,0.000524955,0.0007947879,0.0001699048,0.000154855,0.001109229],"category_scores_gemma":[0.0003062051,0.0001388844,0.0001032618,0.001109962,0.0002785159,0.0001989778,0.0003429981,0.0001014522,0.0001195993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009543106,"about_ca_system_score_gemma":0.0004465824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1867445,"about_ca_topic_score_gemma":0.4799346,"domain_scores_codex":[0.999904,0.000009892149,0.000005305824,0.00002386832,0.00001974493,0.00003706237],"domain_scores_gemma":[0.9997537,0.00002778408,0.0000549968,0.000006868653,0.00006754124,0.00008923253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001338915,0.00003065048,0.9881869,0.00001781674,0.0000372452,0.0001376173,0.0004479008,0.0005889331,0.004542331,0.00002668189,0.00008724269,0.005762797],"study_design_scores_gemma":[9.834703e-7,0.0000115289,0.9994468,0.000001475899,0.000004084956,0.00001671773,0.0001564186,0.000205605,0.00006772352,0.000005681518,0.000081659,0.000001358414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997283,0.00001949235,0.00001715722,0.000001404878,1.723999e-7,0.000001613518,0.0001024277,0.000002073797,0.0001274995],"genre_scores_gemma":[0.9992005,0.00002975652,0.00004291192,0.000003212089,5.779922e-7,0.000004324631,0.0003855653,0.000001562885,0.0003316724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1867445,"threshold_uncertainty_score":0.3713151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006418916703381868,"score_gpt":0.2010651227921405,"score_spread":0.1946462060887586,"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."}}