{"id":"W2607031579","doi":"10.1016/j.scitotenv.2017.04.077","title":"Historical and contemporary metal budgets for a boreal shield lake","year":2017,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trent University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Sediment; Deposition (geology); Metal; Outflow; Hydrology (agriculture); Environmental science; Inflow; Geology; Environmental chemistry; Chemistry; Geomorphology; Oceanography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003187876,0.0002388398,0.0001868096,0.001309631,0.000989683,0.0007822325,0.0005272321,0.0003941621,0.001400612],"category_scores_gemma":[0.0004013354,0.0002060312,0.0001922385,0.001828581,0.000655982,0.0007839657,0.0007324161,0.0002154439,0.000156956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003951554,"about_ca_system_score_gemma":0.001146724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1834447,"about_ca_topic_score_gemma":0.4661596,"domain_scores_codex":[0.9998913,0.000009766517,0.0000129593,0.00002867075,0.00003298964,0.00002427572],"domain_scores_gemma":[0.9997672,0.00002100247,0.0000723285,0.00001088797,0.00008731674,0.00004120305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001038655,0.0001116269,0.9029676,0.00043596,0.00028112,0.0009035261,0.004193882,0.006462684,0.02188369,0.004113753,0.003661284,0.05394627],"study_design_scores_gemma":[0.00001718066,0.00004534082,0.9733793,0.00002087973,0.00007226052,0.0002818595,0.001623085,0.002688946,0.001419864,0.0003467192,0.02008316,0.00002144536],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949515,0.0004937469,0.0001409215,0.0002990229,0.00000553368,0.000002030725,0.0008423079,0.00002829042,0.003236509],"genre_scores_gemma":[0.9979897,0.0002654836,0.0002397038,0.00003135023,0.000007339218,0.000002115544,0.0003103107,0.000008265905,0.001145773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1834447,"threshold_uncertainty_score":0.3647539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0280275235457781,"score_gpt":0.2439859540751882,"score_spread":0.2159584305294102,"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."}}