{"id":"W2921680684","doi":"10.1155/2019/7401304","title":"High Diversity in Iron Cycling Microbial Communities in Acidic, Iron-Rich Water of the Pyhäsalmi Mine, Finland","year":2019,"lang":"en","type":"article","venue":"Geofluids","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"First Quantum Minerals; Academy of Finland","keywords":"Archaea; Acid mine drainage; 16S ribosomal RNA; Biology; Iron bacteria; Ferrous; Nitrospira; Microbial population biology; Microorganism; Phylum; Euryarchaeota; Bioleaching; Bacteria; Environmental chemistry; Microbiology; 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":[0.0002703392,0.0003725851,0.0006274511,0.001226147,0.001051588,0.0008537685,0.0002825328,0.0006268215,0.0003977646],"category_scores_gemma":[0.0003691774,0.0003978892,0.0003388463,0.0009036142,0.000635803,0.0005287767,0.0009180496,0.0001716873,0.0001403623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003204645,"about_ca_system_score_gemma":0.0005351324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006606286,"about_ca_topic_score_gemma":0.006989603,"domain_scores_codex":[0.9997334,0.00002042563,0.00002965606,0.000107348,0.00006065707,0.00004848536],"domain_scores_gemma":[0.9998755,0.00002960563,0.0000315701,0.000004752071,0.00003075059,0.00002773737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006667347,0.000106054,0.5812235,0.0003949971,0.0001406708,0.001725695,0.007768836,0.00058625,0.3901995,0.0001163257,0.0001114181,0.01696001],"study_design_scores_gemma":[0.00001739284,0.0001419965,0.9903121,0.00002461834,0.00002970887,0.000552933,0.002449432,0.0003992954,0.005241626,0.00006910643,0.0007396443,0.00002224566],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994459,0.0001344115,0.00007761926,0.00001053884,0.000001336946,0.000007112233,0.0001071322,0.000002126838,0.0002138808],"genre_scores_gemma":[0.9988495,0.0001484523,0.0004220453,0.00002120876,0.000005903395,0.00002576056,0.0002561779,0.000001990917,0.0002688768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006606286,"threshold_uncertainty_score":0.01313567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01163665471595209,"score_gpt":0.1945641494370293,"score_spread":0.1829274947210772,"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."}}