{"id":"W2026381044","doi":"10.1007/s10230-007-0007-3","title":"Assessment of Metal Attenuation in a Natural Wetland System Impacted by Alkaline Mine Tailings, Cobalt, Ontario, Canada","year":2007,"lang":"en","type":"article","venue":"Mine Water and the Environment","topic":"Mine drainage and remediation techniques","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; Carleton University","funders":"","keywords":"Tailings; Wetland; Environmental science; Biogeochemical cycle; Environmental chemistry; Trace metal; Mining engineering; Geology; Hydrology (agriculture); Ecology; 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":[0.0001702484,0.000199487,0.0002523625,0.0005570769,0.002482007,0.000831913,0.00056705,0.0002777181,0.0006043916],"category_scores_gemma":[0.000327288,0.000205793,0.0001593563,0.0007935506,0.0007447206,0.0001853669,0.0003870267,0.0001937271,0.000126942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01004787,"about_ca_system_score_gemma":0.009306812,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9731247,"about_ca_topic_score_gemma":0.990981,"domain_scores_codex":[0.9997097,0.00002219923,0.000008376829,0.00004207712,0.0001453631,0.00007233785],"domain_scores_gemma":[0.9996133,0.00002215795,0.00003621035,0.000007236161,0.000271807,0.00004925068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00103197,0.0002000684,0.8799275,0.0001639644,0.00006293297,0.00086338,0.004058362,0.001477035,0.0936027,0.0002688449,0.000811069,0.01753223],"study_design_scores_gemma":[0.00002438321,0.0002583802,0.9851244,0.00001141147,0.00003868025,0.0001509292,0.00380541,0.001651528,0.006553805,0.00004239893,0.002327592,0.00001113825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984012,0.00003806959,0.000164087,0.00001686404,0.000001203804,0.0000303852,0.0001330527,0.00000494526,0.001210128],"genre_scores_gemma":[0.9971317,0.00009233055,0.0005495113,0.00001832398,9.918421e-7,0.00001348529,0.0001565788,0.000002389889,0.002034827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02687526,"threshold_uncertainty_score":0.07290274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003352078433407431,"score_gpt":0.1951206255428553,"score_spread":0.1917685471094478,"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."}}