{"id":"W2073395370","doi":"10.1007/s10750-010-0331-7","title":"Experimental increases and reductions of light to streams: effects on periphyton and macroinvertebrate assemblages in a coniferous forest landscape","year":2010,"lang":"en","type":"article","venue":"Hydrobiologia","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Periphyton; STREAMS; Benthic zone; Riparian zone; Biomass (ecology); Environmental science; Ecology; Hydrobiology; Productivity; Invertebrate; Benthos; Biology; Habitat; Aquatic environment","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":[0.00062655,0.0006574068,0.0006386233,0.0004495129,0.001535609,0.0008620252,0.001152755,0.0009251279,0.003279337],"category_scores_gemma":[0.001952444,0.0006328238,0.0003598395,0.0004558935,0.003395353,0.0008612773,0.0008170674,0.001776257,0.0001578894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002078849,"about_ca_system_score_gemma":0.002086154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03851207,"about_ca_topic_score_gemma":0.06852162,"domain_scores_codex":[0.9989917,0.0002329335,0.00009054568,0.0002175895,0.0001048642,0.0003623233],"domain_scores_gemma":[0.9969208,0.0007678488,0.0005545004,0.0003074995,0.0002370213,0.001212333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.3545595,0.07787883,0.06434921,0.000390316,0.000550925,0.000756173,0.001786022,0.00338201,0.4759753,0.0009832425,0.00180236,0.01758613],"study_design_scores_gemma":[0.01068144,0.1094058,0.6895276,0.00005741926,0.001015069,0.0005543471,0.003944942,0.01029101,0.1699805,0.001438591,0.002870346,0.000232866],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996614,0.00001411133,0.0000424294,0.00003417146,0.000008503419,0.00001362972,0.00006040834,0.000006151265,0.0001591662],"genre_scores_gemma":[0.9982983,0.00004605071,0.0003396645,0.00009320144,0.00001654454,0.00009846259,0.0002145289,0.00001490626,0.000878298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03851207,"threshold_uncertainty_score":0.07657576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003989414086515372,"score_gpt":0.1949508709862316,"score_spread":0.1909614568997162,"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."}}