{"id":"W2024401231","doi":"10.1007/s11270-013-1856-y","title":"Three-Dimensional Profiling Reveals Trace Metal Depositional Patterns in Sediments of Urban Aquatic Environments: A Case Study in Vancouver, British Columbia, Canada","year":2014,"lang":"en","type":"article","venue":"Water Air & Soil Pollution","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"British Columbia Institute of Technology; Simon Fraser University","funders":"","keywords":"Estuary; Outfall; Aquatic ecosystem; Environmental science; Trace metal; Wetland; Sediment; Hydrology (agriculture); Cadmium; Sedimentary depositional environment; Bioindicator; Environmental chemistry; Geology; Oceanography; Ecology; Environmental engineering; Structural basin; Metal; Chemistry","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":[0.000107743,0.0002962564,0.0002334704,0.001310742,0.002725279,0.001513363,0.0005097917,0.0005165312,0.0008135647],"category_scores_gemma":[0.0002608636,0.0002756003,0.0002025548,0.003696441,0.0006764586,0.0001757343,0.0007064127,0.0003033124,0.0001986337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005297391,"about_ca_system_score_gemma":0.006354565,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9631267,"about_ca_topic_score_gemma":0.9916784,"domain_scores_codex":[0.9998141,0.000009540695,0.00000732891,0.00002976506,0.00007691469,0.00006249001],"domain_scores_gemma":[0.9998229,0.00001432224,0.00001651498,0.000006530185,0.0001147667,0.00002489643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003053474,0.000201505,0.8699415,0.0002093139,0.0001119804,0.005200142,0.01083204,0.005429685,0.03259595,0.0005557039,0.001973555,0.07264341],"study_design_scores_gemma":[0.000006134461,0.00002845221,0.9806139,0.00002808094,0.00002755238,0.0003588774,0.01106218,0.00316889,0.001846146,0.00008183596,0.002756435,0.00002139211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962134,0.0001013279,0.0003336487,0.00004938418,0.000002389438,0.00002851211,0.000453948,0.0000152551,0.002802049],"genre_scores_gemma":[0.9962817,0.0001814631,0.000963298,0.00001977166,8.814787e-7,0.00000897252,0.00022221,0.000006538271,0.002315166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03687334,"threshold_uncertainty_score":0.07418096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006890276612359233,"score_gpt":0.1979168388738711,"score_spread":0.1910265622615118,"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."}}