{"id":"W2060176056","doi":"10.1111/j.1365-2664.2009.01718.x","title":"Catchment‐scale effects of forestry practices on benthic invertebrate communities in Pacific coastal streams","year":2009,"lang":"en","type":"article","venue":"Journal of Applied Ecology","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"STREAMS; Benthic zone; Benthos; Environmental science; Habitat; Ecology; Drainage basin; Logging; Community structure; Species richness; Abundance (ecology); Invertebrate; Forest management; Geography; Agroforestry; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000398261,0.000140712,0.0003720937,0.000136857,0.00008963721,0.00001377187,0.0004783477,0.0001647218,0.0006074496],"category_scores_gemma":[0.00003832387,0.0001269475,0.00006445651,0.0001429916,0.0002991023,0.0002181157,0.0001671588,0.000444281,0.0001017463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001221588,"about_ca_system_score_gemma":0.00002962636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002940256,"about_ca_topic_score_gemma":0.009800398,"domain_scores_codex":[0.9988511,0.0001221212,0.0004057554,0.0001222978,0.0001897938,0.0003089031],"domain_scores_gemma":[0.9986239,0.0002693418,0.0007909603,0.0002116666,0.00001324158,0.00009086676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001550617,0.002333253,0.9467687,0.00008628592,0.000127194,0.0002731499,0.00872521,0.008067346,0.01185014,0.0007828388,0.01365037,0.005784895],"study_design_scores_gemma":[0.005789884,0.008033784,0.8947453,0.00007975277,0.0001606662,0.0001297203,0.01282655,0.001789297,0.05251113,0.02134726,0.002107727,0.0004788807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988586,0.00001417596,0.000004178797,0.0006696725,0.0002149219,0.0001519009,0.000004146167,0.000005752846,0.01034923],"genre_scores_gemma":[0.99875,0.00008179757,0.0002846226,0.0007998797,0.0000231194,0.000002458922,0.00000623848,0.000005611062,0.00004621652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05202335,"threshold_uncertainty_score":0.6651147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009050806169419333,"score_gpt":0.2142414573661647,"score_spread":0.2051906511967454,"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."}}