{"id":"W2049511519","doi":"10.1139/x03-015","title":"The effect of variable-retention riparian buffer zones on water temperatures in small headwater streams in sub-boreal forest ecosystems of British Columbia","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Riparian zone; Environmental science; STREAMS; Taiga; Ecosystem; Canopy; Riparian forest; Ecology; Forest management; Black spruce; Boreal; Riparian buffer; Range (aeronautics); Hydrology (agriculture); Agroforestry; Biology; Habitat","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003878523,0.00009427444,0.0002852937,0.0001871623,0.0001594952,0.00007921221,0.000361999,0.0001414326,0.0002824456],"category_scores_gemma":[0.0001465378,0.00007551205,0.00006304796,0.0003452105,0.0004410652,0.0001486225,0.00001204089,0.0005438827,0.000007350648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001890302,"about_ca_system_score_gemma":0.0002000511,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4339724,"about_ca_topic_score_gemma":0.9927676,"domain_scores_codex":[0.9977416,0.0005891814,0.0005276993,0.0001768791,0.000350323,0.0006142668],"domain_scores_gemma":[0.9992095,0.0002351425,0.00008330106,0.000164243,0.00006080742,0.0002470651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001115472,0.0000390221,0.995587,0.00006605751,0.00001774203,0.0002478948,0.0001383863,0.002042851,0.0006048979,0.00005569611,0.0006424992,0.0004464097],"study_design_scores_gemma":[0.001479366,0.001624285,0.9873275,0.0004071181,0.00001137607,0.00009725028,0.00006926722,0.00009465068,0.005263692,0.001346177,0.002159834,0.0001195176],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978414,0.0002146402,0.00000358419,0.00009244466,0.0001225452,0.0003130301,0.00002099815,0.000001092268,0.00139031],"genre_scores_gemma":[0.9996281,0.0000484126,0.00001185216,0.000009074085,0.00002092435,0.00001628212,0.00001271205,0.00001167048,0.0002409407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5587953,"threshold_uncertainty_score":0.5697969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01106817290874702,"score_gpt":0.2268010686185017,"score_spread":0.2157328957097547,"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."}}