{"id":"W2123875751","doi":"10.1139/f08-057","title":"Response of benthic macroinvertebrate communities to El Niño related drought events in six upland streams in south-central Ontario","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"STREAMS; Benthic zone; Environmental science; Relative species abundance; Ecology; Benthos; Precipitation; Community structure; Abundance (ecology); Ecosystem; Geography; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"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":[0.0001759753,0.0001992542,0.000256172,0.0004064565,0.001440976,0.0005836305,0.0003060271,0.0001859773,0.0005919943],"category_scores_gemma":[0.0006396823,0.0002090072,0.0001732299,0.0006800791,0.0006872015,0.0001688892,0.0005640908,0.0001759669,0.00006795456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006845739,"about_ca_system_score_gemma":0.003624458,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8845282,"about_ca_topic_score_gemma":0.9758939,"domain_scores_codex":[0.9997594,0.00002543782,0.00001379714,0.00004342737,0.00006667012,0.00009132719],"domain_scores_gemma":[0.9994687,0.00003201771,0.0001265533,0.00001295553,0.0001688824,0.0001908799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000151204,0.00003121599,0.9922013,0.00001665042,0.00003423518,0.0001372459,0.002305215,0.0001270433,0.002134283,0.00001625837,0.0001439679,0.002701265],"study_design_scores_gemma":[0.000002569925,0.00001631764,0.9989439,0.000001938689,0.000004134552,0.00001197857,0.0007670153,0.00006697795,0.00004975495,0.000004130835,0.0001297179,0.00000169839],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997619,0.00001552827,0.0000122388,0.000008632579,5.656955e-7,0.000004554606,0.00008669983,6.058046e-7,0.0001093266],"genre_scores_gemma":[0.9993174,0.00004624823,0.00005431458,0.00001188934,0.000001126895,0.00000890049,0.0002708086,6.619214e-7,0.0002888054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1154718,"threshold_uncertainty_score":0.2323036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01841613661053523,"score_gpt":0.1906438246586519,"score_spread":0.1722276880481166,"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."}}