{"id":"W2205246614","doi":"","title":"A comparison of the stream temperature regime under forested and non-forested riparian 4 zones at eleven sites across North America","year":2014,"lang":"en","type":"article","venue":"River Research and Applications","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Riparian zone; Environmental science; STREAMS; Hydrology (agriculture); Mean radiant temperature; Canopy; Ecosystem; Atmospheric sciences; Ecology; Climate change; Geology; Habitat","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002804146,0.0001437247,0.0002116955,0.0005262144,0.000433635,0.0004685772,0.0002346257,0.0001828897,0.0004238698],"category_scores_gemma":[0.0005047825,0.000167874,0.0001822395,0.0008227101,0.0004162002,0.000251297,0.0003917644,0.0001225786,0.00006042349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000764504,"about_ca_system_score_gemma":0.0005503175,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06379109,"about_ca_topic_score_gemma":0.269267,"domain_scores_codex":[0.9997169,0.00006162284,0.00002269649,0.0001021081,0.00005766053,0.00003903167],"domain_scores_gemma":[0.9995321,0.0000968797,0.0001102943,0.00001923552,0.0001344764,0.0001069131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006606344,0.00003493228,0.9934651,0.00001875609,0.00004625697,0.00005607475,0.0007574262,0.0002103424,0.002132808,0.0000182708,0.00005025813,0.00314375],"study_design_scores_gemma":[0.000001848138,0.00002015089,0.9993733,0.000001505817,0.000007115068,0.00002193168,0.0002876118,0.0001430559,0.00007714555,0.000004473316,0.00006029828,0.000001637307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999706,0.00001706339,0.00004620818,0.000002356501,5.506586e-7,0.000003633837,0.0001099051,0.000001287147,0.0001129693],"genre_scores_gemma":[0.9992168,0.00002324156,0.0002243168,0.000004688478,0.000001340134,0.00001032201,0.0004089038,9.509219e-7,0.0001095013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9362089,"threshold_uncertainty_score":0.1268396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02969868719100106,"score_gpt":0.3295488700168827,"score_spread":0.2998501828258816,"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."}}