{"id":"W4231989101","doi":"10.1897/07-654","title":"TOXICITY AND METAL SPECIATION IN ACID MINE DRAINAGE TREATED BY PASSIVE BIOREACTORS","year":2007,"lang":"en","type":"article","venue":"Environmental Toxicology and Chemistry","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Acid mine drainage; Genetic algorithm; Metal toxicity; Environmental chemistry; Bioreactor; Toxicity; Environmental science; Metal; Chemistry; Heavy metals; Biology; Ecology; Organic chemistry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003204149,0.0003929253,0.0004926256,0.0002365989,0.000293313,0.0006973183,0.000369463,0.0004947339,0.0005068721],"category_scores_gemma":[0.0004961764,0.0002110293,0.0002569307,0.0002519308,0.0003241205,0.0003133033,0.0002779644,0.0003659272,0.0001684173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004404414,"about_ca_system_score_gemma":0.0003726634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003167933,"about_ca_topic_score_gemma":0.001832638,"domain_scores_codex":[0.9996473,0.00009474257,0.00003772677,0.0000578141,0.0001075933,0.00005480352],"domain_scores_gemma":[0.9996996,0.0001009215,0.00004917491,0.00001863175,0.0001012307,0.00003044515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005194492,0.0000682352,0.001059537,0.00003003367,0.00000688055,0.00006794766,0.00005465833,0.0002421313,0.996668,0.00004254478,0.00002548866,0.001215052],"study_design_scores_gemma":[0.00002123894,0.0004697249,0.00291815,0.000003996282,0.00001290689,0.0000945791,0.00009206143,0.002071538,0.9939057,0.00005032254,0.0003538677,0.000005937505],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991697,0.0001128673,0.0004374625,0.00001960357,0.000006596909,0.000003604374,0.00004905977,0.000009323552,0.0001917523],"genre_scores_gemma":[0.9977818,0.0001525353,0.0005622999,0.00001870743,0.000006675496,0.000006557289,0.0001364778,0.000007384366,0.001327485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003167933,"threshold_uncertainty_score":0.006298959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003391814938760522,"score_gpt":0.1833120068293493,"score_spread":0.1799201918905888,"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."}}