{"id":"W4321371812","doi":"10.2166/wst.2023.051","title":"Toxicity of sediments in eight urban stormwater management ponds: bioassessment by oligochaete community metrics used in the sediment quality triad","year":2023,"lang":"en","type":"article","venue":"Water Science & Technology","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Sediment; Stormwater; Environmental science; Water quality; Pollution; Surface runoff; Biota; Environmental toxicology; Hydrology (agriculture); Ecology; Environmental engineering; Biology; Engineering; Toxicity","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":[0.006841084,0.0002731454,0.0003544031,0.001990021,0.0004163075,0.00005703677,0.002843655,0.00013903,0.0001052577],"category_scores_gemma":[0.00003970347,0.0001820894,0.00006429551,0.008041546,0.001751594,0.0005082731,0.002705016,0.0004990279,0.0002375182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001084669,"about_ca_system_score_gemma":0.00001502154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001260984,"about_ca_topic_score_gemma":0.0005584586,"domain_scores_codex":[0.9958642,0.0004076894,0.000754757,0.0006386628,0.001244052,0.001090658],"domain_scores_gemma":[0.998333,0.00006938723,0.0001566618,0.001355021,0.00001384534,0.00007205159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006081101,0.002443044,0.5938396,0.00007278572,0.00005936314,0.00006153058,0.01768181,0.0006057372,0.3696568,0.003015286,0.01002163,0.002481628],"study_design_scores_gemma":[0.004756738,0.000865034,0.3248633,0.00007306091,0.0000817734,0.00000704336,0.01574678,0.001959765,0.6120309,0.009086886,0.02921735,0.00131134],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929825,0.00001548566,0.0004602244,0.003079881,0.0002042256,0.0009568896,0.0000212047,0.0001446386,0.002134936],"genre_scores_gemma":[0.9985202,0.00001858108,0.0004290998,0.0002895975,0.000004980938,0.0002133127,0.00002274835,0.0000130682,0.0004884173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2689763,"threshold_uncertainty_score":0.742539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03209288912814044,"score_gpt":0.29393833513277,"score_spread":0.2618454460046295,"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."}}