{"id":"W4417101281","doi":"10.1038/s41467-025-66552-8","title":"Integration of multiple metabolic pathways supports high rates of carbon precipitation in living microbialites","year":2025,"lang":"en","type":"article","venue":"Nature Communications","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"National Research Foundation; Wellcome Trust; South African Agency for Science and Technology Advancement; Gordon and Betty Moore Foundation","keywords":"Biomineralization; Carbonate; Carbon cycle; Calcium carbonate; Precipitation; Diel vertical migration; Biogeochemical cycle; Carbon fibers; Vaterite","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":[0.0001932327,0.000339587,0.0002186649,0.0002692403,0.0002729417,0.0006829818,0.0001682674,0.0003539258,0.0003672197],"category_scores_gemma":[0.0003763979,0.0001702939,0.0002256712,0.000235295,0.0003064834,0.0003717623,0.0006185574,0.0003186448,0.0001837905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003122379,"about_ca_system_score_gemma":0.000311723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000925607,"about_ca_topic_score_gemma":0.002050691,"domain_scores_codex":[0.9997405,0.00002540669,0.00001899517,0.00008160686,0.00008130281,0.0000522234],"domain_scores_gemma":[0.9997295,0.00004686879,0.00007311832,0.00002752538,0.00005211605,0.0000709347],"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":[0.00006657618,0.00002235335,0.007515302,0.00004805718,0.00001092864,0.00004452198,0.00004290041,0.0001566238,0.9876863,0.0001623586,0.00002555683,0.004218608],"study_design_scores_gemma":[0.0000146769,0.0003135766,0.1311548,0.00001443451,0.00003054673,0.000351426,0.0002093922,0.004257795,0.8597392,0.0006436729,0.003248668,0.00002190273],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994894,0.0002606156,0.00343569,0.00004149427,0.000005880208,0.00001067013,0.000214124,0.00008287446,0.001054624],"genre_scores_gemma":[0.9968895,0.0000846484,0.002485177,0.00001597503,0.000002446438,0.0000118395,0.0002236508,0.00001059296,0.0002761705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000925607,"threshold_uncertainty_score":0.002265453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01333561738712064,"score_gpt":0.2779320257141015,"score_spread":0.2645964083269809,"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."}}