{"id":"W2096358800","doi":"10.1139/x11-165","title":"Bryophyte response to forest canopy treatments within the riparian zone of high-elevation small streams","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia; Thompson Rivers University","funders":"U.S. Department of Agriculture","keywords":"Bryophyte; Species richness; Riparian zone; STREAMS; Transect; Canopy; Ecology; Riparian buffer; Environmental science; Abundance (ecology); Riparian forest; Buffer strip; Biology; Habitat; Water quality","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001730311,0.0001442255,0.0002977412,0.000237421,0.0003921227,0.0005414188,0.0001596013,0.0001615914,0.0009222848],"category_scores_gemma":[0.0005238184,0.0001414458,0.0001207443,0.0002158502,0.0003518236,0.0001380203,0.0003709548,0.0002982626,0.0000703906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006345288,"about_ca_system_score_gemma":0.000443169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03816494,"about_ca_topic_score_gemma":0.1631302,"domain_scores_codex":[0.9997604,0.00004210358,0.00001330592,0.00007738446,0.00004110903,0.00006564934],"domain_scores_gemma":[0.9994397,0.00007772234,0.0001572387,0.00002027986,0.00006095769,0.000244021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001439222,0.0002248831,0.897687,0.00004882184,0.0001261053,0.0001314086,0.0006134073,0.0004085084,0.09406424,0.00003728351,0.0001049132,0.005114173],"study_design_scores_gemma":[0.000002211742,0.00005307927,0.9994435,0.000001055423,0.000005637989,0.00001061096,0.0001183325,0.00006670438,0.0002698103,0.000003546369,0.00002457833,0.000001087315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998627,0.00001308255,0.00001400121,0.000001894099,3.18654e-7,0.000001147606,0.00002486024,8.308929e-7,0.00008121633],"genre_scores_gemma":[0.9996898,0.00001256036,0.00004039824,0.0000082074,5.208467e-7,0.000002983992,0.00009542772,9.607614e-7,0.0001491858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03816494,"threshold_uncertainty_score":0.07588559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04939319979852556,"score_gpt":0.2695002654625561,"score_spread":0.2201070656640305,"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."}}