{"id":"W1979222062","doi":"10.1139/w2012-110","title":"Effects of remediation on the bacterial community of an acid mine drainage impacted stream","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Mine drainage and remediation techniques","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental remediation; Temperature gradient gel electrophoresis; Acid mine drainage; Microbial population biology; Environmental chemistry; Community structure; Environmental science; STREAMS; Ecology; Chemistry; 16S ribosomal RNA; Biology; Bacteria; Contamination","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0001796591,0.0002619707,0.0004780204,0.0004098276,0.0005594792,0.0005582804,0.000183243,0.0003604005,0.0004230467],"category_scores_gemma":[0.0005707755,0.0001190831,0.0002240004,0.0003847373,0.0002988481,0.000190399,0.0004186983,0.0002176185,0.0000782962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000485485,"about_ca_system_score_gemma":0.0005018344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007581674,"about_ca_topic_score_gemma":0.01291465,"domain_scores_codex":[0.9997057,0.00004863341,0.00002626605,0.00005938035,0.0001091039,0.00005099018],"domain_scores_gemma":[0.9997893,0.00003704823,0.00006070167,0.000008338121,0.00006605556,0.00003867263],"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":[0.000620601,0.0002627765,0.06126086,0.00009332797,0.0000268638,0.0002604957,0.0003585028,0.000468736,0.9258317,0.0000313464,0.00003255999,0.01075222],"study_design_scores_gemma":[0.00004329367,0.003549448,0.6938317,0.00001723242,0.00008963123,0.0005306944,0.001266154,0.003903721,0.2952805,0.0001264119,0.00132327,0.00003793944],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997615,0.00003618148,0.00006719457,0.000007140949,9.244931e-7,0.000005960424,0.00002568202,0.000002604339,0.00009289502],"genre_scores_gemma":[0.9985437,0.0001205739,0.0008723604,0.00001739652,0.000002743289,0.00001192713,0.0001075541,0.000002139743,0.0003216552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007581674,"threshold_uncertainty_score":0.01507509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008158749380806091,"score_gpt":0.2129163138409366,"score_spread":0.2047575644601305,"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."}}