{"id":"W1976246847","doi":"10.1007/s00244-012-9817-9","title":"Sediment Contamination in Lyons Creek East, a Tributary of the Niagara River: Part I. Assessment of Benthic Macroinvertebrates","year":2012,"lang":"en","type":"article","venue":"Archives of Environmental Contamination and Toxicology","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of the Environment, Conservation and Parks; Environment and Climate Change Canada","funders":"","keywords":"Tributary; Benthic zone; Sediment; Invertebrate; Ecotoxicology; Environmental science; Contamination; Hydrology (agriculture); Fishery; Ecology; Oceanography; Geology; Geography; Biology; Geotechnical engineering; Geomorphology","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":[0.0001581199,0.0003040353,0.0002558466,0.0008053465,0.001186328,0.0008368487,0.0004672269,0.0006703272,0.0008227811],"category_scores_gemma":[0.0005710266,0.0003446813,0.0002207248,0.001007492,0.0007855312,0.0004124649,0.0007956442,0.0003494807,0.0002656091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001537487,"about_ca_system_score_gemma":0.001080907,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3325814,"about_ca_topic_score_gemma":0.6068048,"domain_scores_codex":[0.9996275,0.0001097373,0.00004020221,0.00008229864,0.00009833227,0.00004199128],"domain_scores_gemma":[0.999427,0.00006754621,0.0001818449,0.00003808069,0.0001735628,0.0001120418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001717685,0.0001034355,0.9867193,0.00004311261,0.000076861,0.0005830652,0.002039769,0.0002191524,0.005518638,0.00002890425,0.0002593107,0.004236616],"study_design_scores_gemma":[0.000003000647,0.00008834854,0.9977615,0.000006941852,0.00001338563,0.0001063281,0.001364372,0.0001461024,0.000264437,0.00000849717,0.0002330804,0.000003946218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991891,0.00006666731,0.00006441818,0.00002891622,0.000001271974,0.00001611502,0.0001779545,0.000003937006,0.0004515647],"genre_scores_gemma":[0.9974987,0.0001498264,0.000339651,0.00005487898,0.000003586212,0.00003137559,0.000444746,0.000003779545,0.001473578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6674186,"threshold_uncertainty_score":0.6612912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01037260906340147,"score_gpt":0.2331394208968949,"score_spread":0.2227668118334934,"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."}}