{"id":"W2461701788","doi":"10.3389/fmicb.2016.01007","title":"Geomicrobiological Features of Ferruginous Sediments from Lake Towuti, Indonesia","year":2016,"lang":"en","type":"article","venue":"Frontiers in Microbiology","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Deutsche Forschungsgemeinschaft; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Environmental chemistry; Firmicutes; Deltaproteobacteria; Sulfate; Organic matter; Anaerobic oxidation of methane; Biogeochemistry; Chemistry; Ecology; Biology; Gammaproteobacteria; Methane","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001893678,0.0001901755,0.0003831275,0.00006687054,0.00003574561,0.000003851546,0.0003762452,0.0003370052,0.002171127],"category_scores_gemma":[0.00001848224,0.0001133274,0.00007363215,0.0001526034,0.0005042755,0.00005296711,0.0002342702,0.0001744394,0.0001596583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001025958,"about_ca_system_score_gemma":0.00000977563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001509223,"about_ca_topic_score_gemma":0.0001005673,"domain_scores_codex":[0.998597,0.0001775632,0.0003347153,0.0004405649,0.00004085944,0.0004093062],"domain_scores_gemma":[0.9994776,0.00006483079,0.0001373879,0.0002540974,0.000005478141,0.00006056395],"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":[0.0001017789,0.00007815001,0.2924766,0.000001726623,0.00003751417,0.000009532976,0.0001306158,0.00002991159,0.6870647,0.00001014592,0.01498382,0.005075472],"study_design_scores_gemma":[0.005994576,0.0005496263,0.6388057,0.0001278567,0.00006979406,0.00008669664,0.0002084815,0.00001708986,0.2364232,0.004992271,0.1116626,0.00106208],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956774,0.0005854407,0.0007828523,0.0002535183,0.0009677009,0.0001939396,0.0001770814,0.00002053317,0.001341539],"genre_scores_gemma":[0.993242,0.0001924918,0.005362312,0.0002605669,0.00003420646,0.000008602164,0.00008549797,0.00001308818,0.0008012124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4506416,"threshold_uncertainty_score":0.998741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005618370669726282,"score_gpt":0.1942534222071548,"score_spread":0.1886350515374285,"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."}}