{"id":"W3171875006","doi":"10.1016/j.heliyon.2021.e07241","title":"Performance of microbial community dominated by Bacillus spp. in acid mine drainage remediation systems: A focus on the high removal efficiency of SO42-, Al3+, Cd2+, Cu2+, Mn2+, Pb2+, and Sr2+","year":2021,"lang":"en","type":"article","venue":"Heliyon","topic":"Mine drainage and remediation techniques","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nutrasource","funders":"National Research Foundation","keywords":"Acid mine drainage; Environmental remediation; Focus (optics); Microbial population biology; Environmental chemistry; Chemistry; Environmental science; Geology; Contamination; Bacteria; Ecology; Biology; Physics","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":[0.0002952919,0.0003704482,0.0004008722,0.0002388565,0.0002184134,0.0003839296,0.0001524501,0.0003217569,0.0006631324],"category_scores_gemma":[0.000338898,0.0001420213,0.000240522,0.00019421,0.0001263299,0.0002254636,0.0003362815,0.0002684654,0.0002430988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001142439,"about_ca_system_score_gemma":0.0001954211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001441115,"about_ca_topic_score_gemma":0.001627483,"domain_scores_codex":[0.9997322,0.0000482931,0.0000319341,0.00006607875,0.00006622544,0.00005516729],"domain_scores_gemma":[0.9998616,0.00002608473,0.00001682978,0.000007632307,0.00004920136,0.00003857729],"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":[0.0001744363,0.00006908494,0.0008629317,0.00006887825,0.000007436276,0.00001983045,0.00004680543,0.0001131073,0.9957697,0.00001273861,0.00002238684,0.002832738],"study_design_scores_gemma":[0.00001929364,0.001923249,0.01613354,0.00001599081,0.0000452926,0.0001669373,0.0001733523,0.002355622,0.9783035,0.00005326445,0.000792953,0.00001716361],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986085,0.000305002,0.0004472982,0.0000415108,0.00001150694,0.00001176143,0.0001742047,0.00001609477,0.0003840469],"genre_scores_gemma":[0.9966773,0.000385379,0.001479158,0.00002414932,0.000006449921,0.00001994175,0.0003749683,0.000006596456,0.001026131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001441115,"threshold_uncertainty_score":0.002865493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007268258833124894,"score_gpt":0.2046729448833087,"score_spread":0.1974046860501838,"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."}}