{"id":"W4380368468","doi":"10.1016/j.jglr.2023.05.003","title":"How influential is the role of oligotrophication on the integrity of fish assemblages in the littoral zone?","year":2023,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Natural Resources and Forestry; Fisheries and Oceans Canada; University of Toronto","funders":"Environment and Climate Change Canada; Department of the Environment, Australian Government; Mitacs; Government of Canada","keywords":"Trophic level; Food web; Ecology; Benthic zone; Littoral zone; Biomass (ecology); Productivity; Ecosystem; Pelagic zone; Trophic cascade; Environmental science; Fishery; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.002072555,0.0003597641,0.0005883485,0.000784961,0.0006281796,0.002349638,0.0005305604,0.001187051,0.004380097],"category_scores_gemma":[0.008799473,0.0003631148,0.0004201625,0.0005116416,0.002033716,0.001494409,0.0008983903,0.0006236064,0.0004188472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005096401,"about_ca_system_score_gemma":0.0008476712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0126283,"about_ca_topic_score_gemma":0.01988031,"domain_scores_codex":[0.999331,0.0002737387,0.00003880938,0.00009870649,0.00007862846,0.0001791268],"domain_scores_gemma":[0.9902213,0.00524494,0.001397241,0.0003686124,0.001025921,0.001741985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006307939,0.0001288141,0.9535663,0.0001922322,0.0008273795,0.0003990154,0.0008301311,0.0008336229,0.007660917,0.001436888,0.0008025969,0.03269139],"study_design_scores_gemma":[0.000009084026,0.00009557916,0.9961522,0.00003858879,0.0001393179,0.00009302831,0.001184858,0.0004761844,0.0003551737,0.0005853323,0.0008564749,0.00001405131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911854,0.002179728,0.0003179406,0.001352198,0.00006690864,0.000007431748,0.0001446913,0.000008291591,0.004737548],"genre_scores_gemma":[0.9985506,0.0007237343,0.00007073561,0.0001377978,0.00005151325,0.000001727252,0.00003503597,0.000005638509,0.0004231931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0126283,"threshold_uncertainty_score":0.02510965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06823550054423168,"score_gpt":0.3426376949726893,"score_spread":0.2744021944284576,"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."}}