{"id":"W2984918288","doi":"10.5194/bg-17-1955-2020","title":"Vivianite formation in ferruginous sediments from Lake Towuti, Indonesia","year":2020,"lang":"en","type":"article","venue":"Biogeosciences","topic":"Geochemistry and Elemental Analysis","field":"Earth and Planetary Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Leibniz-Gemeinschaft; Natural Sciences and Engineering Research Council of Canada; Universitas Sam Ratulangi; Institut Teknologi Bandung; Universitas Hasanuddin; Lembaga Ilmu Pengetahuan Indonesia; University of Bern; Universität zu Köln; Université de Genève; University of Minnesota Duluth; University of Windsor; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; University of Minnesota; Deutsche Forschungsgemeinschaft; Royal Holloway, University of London; Genome British Columbia; Brown University; Helmholtz-Zentrum Potsdam - Deutsches GeoForschungsZentrum GFZ; National Science Foundation","keywords":"Diagenesis; Geology; Siderite; Geochemistry; Sediment; Biogeochemical cycle; Pore water pressure; Pyrite; Environmental chemistry; Chemistry; Geomorphology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0000671649,0.0002534462,0.0002266607,0.0006055027,0.0006400727,0.000457372,0.0001536422,0.0002156227,0.0005012036],"category_scores_gemma":[0.0001419003,0.0002011318,0.0001026475,0.0004684379,0.0003467217,0.0002424438,0.000440444,0.0001527015,0.0001043386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004299771,"about_ca_system_score_gemma":0.0003821937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02490093,"about_ca_topic_score_gemma":0.03432374,"domain_scores_codex":[0.9999419,0.000002394206,0.000005659866,0.0000187538,0.00002006907,0.00001125898],"domain_scores_gemma":[0.999946,0.000004952487,0.00001857371,0.000002399102,0.00001535764,0.00001262543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003232658,0.00006295327,0.493744,0.0002467789,0.00005582816,0.002377451,0.003539469,0.0005721456,0.4804053,0.0001579938,0.0001402358,0.0183746],"study_design_scores_gemma":[0.000006812124,0.0000437405,0.9884771,0.000008833325,0.00001408289,0.0003969867,0.0007627348,0.0005104336,0.008871287,0.00004001013,0.0008612548,0.000006679505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991651,0.00006344134,0.00006321233,0.000009007444,9.506523e-7,0.000004258172,0.00008004731,0.000007300832,0.0006067771],"genre_scores_gemma":[0.9992872,0.00004993479,0.0001679064,0.000007476705,0.000001327723,0.000003260996,0.0001209296,0.000002713705,0.0003592652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02490093,"threshold_uncertainty_score":0.04951203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01912720928448157,"score_gpt":0.1997869253795264,"score_spread":0.1806597160950448,"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."}}