{"id":"W2620692872","doi":"10.1007/s10533-017-0343-8","title":"Carbon quantity and quality drives variation in cave microbial communities and regulates Mn(II) oxidation","year":2017,"lang":"en","type":"article","venue":"Biogeochemistry","topic":"Geochemistry and Elemental Analysis","field":"Earth and Planetary Sciences","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Laurentian University","funders":"Appalachian State University; University of Arizona; Geological Society of America; Cave Research Foundation","keywords":"Cave; Environmental chemistry; Carbon fibers; Ecosystem; Manganese; Chemistry; Microbial population biology; Archaea; Ecology; Biology; Bacteria; Biochemistry","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":[0.0002227822,0.0001362933,0.0002596628,0.0002816256,0.0003412889,0.0008783386,0.0004330292,0.0004415384,0.00101327],"category_scores_gemma":[0.0005291583,0.0004248996,0.0002456981,0.0002374835,0.0006073652,0.0005002319,0.0006256108,0.000338346,0.0001464598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008834124,"about_ca_system_score_gemma":0.0004270078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01968794,"about_ca_topic_score_gemma":0.04194425,"domain_scores_codex":[0.9997622,0.00002683514,0.00001189,0.00009745613,0.00004242413,0.00005910675],"domain_scores_gemma":[0.9996412,0.00008650932,0.00007489636,0.00004307068,0.0000808659,0.00007334141],"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":[0.0007011665,0.0000424154,0.08884278,0.00003532605,0.00006853398,0.00006578026,0.0002308031,0.0003661401,0.9049871,0.0003011848,0.0001309848,0.004227862],"study_design_scores_gemma":[0.00001848138,0.00007230711,0.9521613,0.000004610798,0.00002708333,0.0001312829,0.0002638616,0.002844947,0.04376227,0.0002572135,0.00043697,0.00001973227],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991447,0.00006215501,0.0003366233,0.00002890358,0.000002417481,0.000002164323,0.0001020821,0.00001333044,0.0003076378],"genre_scores_gemma":[0.9991253,0.00002488471,0.0002986759,0.00001968911,0.000001469287,0.000002494909,0.0001299876,0.00001357047,0.0003839986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01968794,"threshold_uncertainty_score":0.03914672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02056748732164368,"score_gpt":0.2331010723466592,"score_spread":0.2125335850250155,"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."}}