{"id":"W2141855573","doi":"10.1139/x09-151","title":"Discerning responses of down wood and understory vegetation abundance to riparian buffer width and thinning treatments: an equivalence–inequivalence approach","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Pacific Northwest Research Station; U.S. Bureau of Land Management; U.S. Forest Service","keywords":"Thinning; Riparian zone; Environmental science; Transect; Understory; Forestry; Shrub; Seral community; Herbaceous plant; Silviculture; Hydrology (agriculture); Ecology; Canopy; Geography; Geology; Biology; Ecological succession; Habitat","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009169431,0.000537208,0.001049349,0.001747889,0.000487752,0.000741284,0.001007689,0.000587494,0.001762172],"category_scores_gemma":[0.01720237,0.0003484192,0.0008672135,0.0008918806,0.001419535,0.001542433,0.001419196,0.001041886,0.0001735524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007408406,"about_ca_system_score_gemma":0.0003228878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001869968,"about_ca_topic_score_gemma":0.002000241,"domain_scores_codex":[0.9905539,0.00518777,0.0006118017,0.002248484,0.0009768843,0.0004211564],"domain_scores_gemma":[0.9842582,0.01095611,0.002000834,0.001604189,0.0007929073,0.0003876874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02107767,0.007699589,0.7140542,0.000510463,0.001931187,0.0003413426,0.003360586,0.005614382,0.1133648,0.003119421,0.0006654325,0.1282609],"study_design_scores_gemma":[0.0001271348,0.007342708,0.9616331,0.00001089202,0.0002438086,0.0001099272,0.0005285641,0.02172376,0.005393271,0.00199795,0.0008401705,0.00004870633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891685,0.00006000376,0.009369367,0.00002913618,0.00001036593,0.0001944949,0.000160381,0.00004430324,0.0009633334],"genre_scores_gemma":[0.9912292,0.00002046484,0.007579655,0.00007976683,0.00001251268,0.000326417,0.0003714223,0.0000358387,0.0003446287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009169431,"threshold_uncertainty_score":0.04849315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05175182045849738,"score_gpt":0.3131644923275209,"score_spread":0.2614126718690235,"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."}}