{"id":"W3012559522","doi":"10.1002/esp.4859","title":"Decadal‐scale changes in suspended wood after riparian recruitment in managed stands in headwater streams of coastal British Columbia, Canada","year":2020,"lang":"en","type":"article","venue":"Earth Surface Processes and Landforms","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; University of British Columbia","keywords":"STREAMS; Riparian zone; Suspended solids; Hydrology (agriculture); Environmental science; Channel (broadcasting); Total suspended solids; Riparian forest; Cobble; Ecology; Habitat; Geology; Environmental engineering; Biology; Sewage treatment; Wastewater","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001714199,0.0001221852,0.0002873009,0.00001788267,0.00003587264,0.00003782843,0.0001118754,0.00007967012,0.001382359],"category_scores_gemma":[0.0000106345,0.0001322844,0.00001170623,0.0003610685,0.00008477462,0.0002053247,0.00005642256,0.0001678294,0.00000192588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002777719,"about_ca_system_score_gemma":0.00008206895,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6422093,"about_ca_topic_score_gemma":0.9996205,"domain_scores_codex":[0.9987963,0.00002317583,0.0002787287,0.0003345514,0.0002198425,0.0003473737],"domain_scores_gemma":[0.9997354,0.00002357723,0.00005296168,0.00007005313,0.000007942719,0.0001101122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000150592,0.00008685127,0.9947965,0.0001980564,0.000005502383,0.0001527141,0.001610725,0.0005806416,0.00005676871,2.068787e-7,0.00003452534,0.002326926],"study_design_scores_gemma":[0.002079991,0.000226532,0.9903538,0.0001415764,0.000007580852,0.000005405089,0.000938346,0.0002588769,0.00279397,0.00007508093,0.002852117,0.0002667317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980408,0.0003436578,0.000005372973,0.0005843047,0.00002010898,0.0003842849,0.00006644579,0.000009472564,0.0005455514],"genre_scores_gemma":[0.9989699,0.0003178882,0.00007274147,0.0003102831,0.000005921476,0.00003903435,0.00003147407,0.000009660844,0.0002430782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3574112,"threshold_uncertainty_score":0.9995305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01018345313776447,"score_gpt":0.1936081569079716,"score_spread":0.1834247037702072,"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."}}