{"id":"W4401871608","doi":"10.1016/j.scitotenv.2024.175816","title":"Trends in sedimentary Cladocera and metal(loid)s from Williams Lake (Washington, USA) track ∼125 years of trans-boundary contamination from smelter emissions in the upper Columbia River valley","year":2024,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Geochemistry and Elemental Analysis","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada; Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Science and Technology Directorate; Environment and Climate Change Canada; California Department of Fish and Wildlife; Washington Department of Fish and Wildlife","keywords":"Geology; Sedimentary rock; Smelting; Geochemistry; Metallurgy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00008704004,0.0002645376,0.0001172981,0.001535213,0.0006906781,0.0006946744,0.0002877081,0.0002026648,0.001410836],"category_scores_gemma":[0.0002846069,0.0001762682,0.0001307724,0.001575223,0.0003191811,0.000247663,0.0005411364,0.0002483061,0.0002409048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002155731,"about_ca_system_score_gemma":0.001386427,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6814601,"about_ca_topic_score_gemma":0.9142151,"domain_scores_codex":[0.9999169,0.000002931425,0.000005318735,0.00002798558,0.00002779212,0.00001902251],"domain_scores_gemma":[0.9996506,0.00001488136,0.0000873237,0.00001127376,0.0001684697,0.00006742822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000330949,0.00001827889,0.9857708,0.00002014972,0.00004937102,0.0001079722,0.0005532589,0.0001473266,0.005527381,0.00003891727,0.0009500668,0.006783371],"study_design_scores_gemma":[6.171154e-7,0.00000335488,0.9988985,0.000005690918,0.000003883397,0.00001412229,0.000263787,0.00006999633,0.0002474026,0.000003108894,0.0004878064,0.000001704557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970747,0.0001038977,0.00005017456,0.0000302775,0.000002288409,0.000005827118,0.001556648,0.00001664743,0.001159515],"genre_scores_gemma":[0.9942503,0.00021809,0.0002869499,0.00003871354,0.000003261914,0.00001392479,0.002745419,0.000006789905,0.002436609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6814601,"threshold_uncertainty_score":0.6408316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007469218776958607,"score_gpt":0.1978446387036232,"score_spread":0.1903754199266646,"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."}}