{"id":"W1928841650","doi":"10.1111/j.1365-2427.2012.02740.x","title":"Invertebrate feeding and emergence timing vary among streams along a gradient of riparian forest composition","year":2012,"lang":"en","type":"article","venue":"Freshwater Biology","topic":"Isotope Analysis in Ecology","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Riparian zone; Deciduous; Plant litter; STREAMS; Ecology; Litter; Nutrient; Biology; Detritivore; Invertebrate; Riparian forest; Organic matter; Habitat","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0002034206,0.0001398342,0.000195909,0.0006030526,0.0002782404,0.0005224237,0.0001735405,0.0001863586,0.001224682],"category_scores_gemma":[0.0004765195,0.000167557,0.0001796294,0.0002936087,0.0001936414,0.0002252391,0.0002812079,0.0001523972,0.0002076377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001684992,"about_ca_system_score_gemma":0.0001499352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00259615,"about_ca_topic_score_gemma":0.008102199,"domain_scores_codex":[0.9998611,0.00002736856,0.00001156584,0.00004808905,0.00002127224,0.00003067575],"domain_scores_gemma":[0.999456,0.0001034095,0.0002099937,0.00002491527,0.00007790929,0.0001277133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001626508,0.000046618,0.977788,0.00002230885,0.00007275545,0.00009772769,0.0001740583,0.0001142068,0.0182858,0.00002727328,0.00006927176,0.00313939],"study_design_scores_gemma":[0.000001419303,0.00001655629,0.9995852,0.000001724713,0.00000637223,0.00003287623,0.00005055544,0.0001337289,0.0001346061,0.0000062164,0.00002957133,0.000001234929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996672,0.00003080123,0.00004673853,0.000002481977,6.438689e-7,0.000002624189,0.00008903696,0.000003701815,0.0001569645],"genre_scores_gemma":[0.9993093,0.00002852812,0.0001470528,0.000008463747,0.000002260181,0.000004874046,0.0003287394,0.000002367078,0.000168434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00259615,"threshold_uncertainty_score":0.00516206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01459966471953349,"score_gpt":0.2299340319851926,"score_spread":0.2153343672656591,"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."}}