{"id":"W2017747919","doi":"10.1002/eco.167","title":"Ecosystem level assessment of environmentally based flow restrictions for maintaining ecosystem integrity: a comparison of a modified peaking versus unaltered river","year":2010,"lang":"en","type":"article","venue":"Ecohydrology","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Lawrence River Institute of Environmental Sciences; Trent University; Ministry of Natural Resources and Forestry; University of Waterloo; Fisheries and Oceans Canada","funders":"National Water Research Institute","keywords":"Environmental science; Abundance (ecology); Ecosystem; Food web; Biomass (ecology); Ecology; Invertebrate; Ecosystem engineer; River ecosystem; Aquatic ecosystem; Hydrology (agriculture); Fishery; Biology; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008877961,0.0001626531,0.0002255557,0.0006830856,0.0002933286,0.0008950215,0.0003916172,0.0002396032,0.0004319511],"category_scores_gemma":[0.001251326,0.00008487771,0.0003167472,0.0005300804,0.0003799941,0.0004363234,0.0003817143,0.0002386914,0.00003308187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009385031,"about_ca_system_score_gemma":0.0005994116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01191375,"about_ca_topic_score_gemma":0.0250805,"domain_scores_codex":[0.9995286,0.0001575568,0.00003597221,0.00007412495,0.0001611219,0.0000426243],"domain_scores_gemma":[0.9992284,0.0001846282,0.0002463528,0.00005429663,0.0001870009,0.00009940159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001357868,0.0007242591,0.8829141,0.0001577631,0.0003541795,0.00021851,0.0004650227,0.0237902,0.0507412,0.0005816877,0.0001787114,0.03851645],"study_design_scores_gemma":[0.00002382723,0.002045975,0.970462,0.00001349604,0.0001442272,0.00004546494,0.0005149603,0.01981033,0.006290947,0.0001922918,0.0004350241,0.00002163667],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991274,0.00002453782,0.0004320113,0.000007444299,0.000001004745,0.00001807858,0.00004092128,0.000006502372,0.0003420179],"genre_scores_gemma":[0.9983256,0.00002046924,0.001464711,0.000006536307,0.000001236819,0.00001311698,0.00006061367,0.000001204579,0.0001064585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01191375,"threshold_uncertainty_score":0.02368879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05001465949974933,"score_gpt":0.307384419446497,"score_spread":0.2573697599467477,"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."}}