{"id":"W4231993438","doi":"10.2320/matertrans.42.1877","title":"Field Study on Heavy Metal Accumulation in a Natural Wetland Receiving Acid Mine Drainage","year":2001,"lang":"en","type":"article","venue":"MATERIALS TRANSACTIONS","topic":"Mine drainage and remediation techniques","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science; University of Waterloo","keywords":"Acid mine drainage; Wetland; Drainage; Natural (archaeology); Metal; Materials science; Field (mathematics); Heavy metals; Mining engineering; Environmental science; Environmental chemistry; Metallurgy; Geology; Ecology; Biology; Chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002640359,0.0003386151,0.000594786,0.0004125664,0.00118199,0.000305503,0.0003194913,0.0005271831,0.0005255748],"category_scores_gemma":[0.0001829694,0.0002018581,0.0002974405,0.0002126597,0.0005075986,0.000310564,0.0002825484,0.0004706474,0.000150885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003664306,"about_ca_system_score_gemma":0.0004382306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004885021,"about_ca_topic_score_gemma":0.007442784,"domain_scores_codex":[0.9998639,0.00001529141,0.000006324403,0.00005167523,0.00002938809,0.00003339766],"domain_scores_gemma":[0.9997267,0.00005449204,0.00003560826,0.00001494522,0.00007923903,0.00008897502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00146976,0.002410715,0.06545109,0.0001644327,0.00002680097,0.001380652,0.00206112,0.0004093976,0.9186082,0.00008999972,0.0001896234,0.0077382],"study_design_scores_gemma":[0.0003531112,0.03046359,0.7304403,0.00004535081,0.0001843005,0.001579151,0.005809013,0.006125541,0.2191098,0.0004582651,0.005314498,0.0001171093],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994888,0.00001331588,0.0002463961,0.000009254824,0.00000302391,0.00001946138,0.00003442709,0.000007638104,0.0001776482],"genre_scores_gemma":[0.9968588,0.00006795276,0.00178066,0.00003602352,0.00001106279,0.00004600133,0.0001642851,0.000004286591,0.001030852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004885021,"threshold_uncertainty_score":0.009713173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02040068430001664,"score_gpt":0.2822546160828851,"score_spread":0.2618539317828685,"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."}}