{"id":"W4405124923","doi":"10.1111/gbi.70003","title":"Living in Their Heyday: Iron‐Oxidizing Bacteria Bloomed in Shallow‐Marine, Subtidal Environments at ca. 1.88 Ga","year":2024,"lang":"en","type":"article","venue":"Geobiology","topic":"Geochemistry and Elemental Analysis","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of British Columbia","funders":"Centro de Investigación Científica y de Educación Superior de Ensenada, Baja California; Nuclear Safety and Security Commission; National Aeronautics and Space Administration; Agouron Institute; Natural Sciences and Engineering Research Council of Canada; Woods Hole Oceanographic Institution; Aurora Research Institute; National Science Foundation","keywords":"Geology; Seawater; Craton; Geochemistry; Deposition (geology); Hydrothermal circulation; Oxidizing agent; Banded iron formation; Deep sea; Upwelling; Biomineralization; Chemocline; Hydrothermal vent; Environmental chemistry; Mineralogy; Precambrian; Paleontology; Anoxic waters; Oceanography; Chemistry; Sediment","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.00006388431,0.0001822176,0.0002058923,0.0005442221,0.0008766811,0.0005036305,0.0002500342,0.0001994169,0.000959489],"category_scores_gemma":[0.0001649556,0.0001814806,0.00008064462,0.0004748457,0.0003730313,0.0001798148,0.0004638501,0.0003098333,0.0001582351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001126421,"about_ca_system_score_gemma":0.0006411182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.343131,"about_ca_topic_score_gemma":0.590686,"domain_scores_codex":[0.9999323,0.000002377121,0.000001671025,0.00002506995,0.0000100626,0.0000285635],"domain_scores_gemma":[0.9999032,0.00000407055,0.00002436512,0.000004101682,0.00003280656,0.00003151662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001629404,0.00003468328,0.943419,0.00003253876,0.00002814333,0.0004656544,0.004162414,0.00005291105,0.04108314,0.0001560855,0.0004064567,0.00999606],"study_design_scores_gemma":[9.273949e-7,0.000008197257,0.9989935,0.00000240619,0.000001608203,0.00003799523,0.0004576604,0.0000215348,0.0001757024,0.00000394143,0.0002955685,0.000001006303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994658,0.00007378303,0.0000117574,0.0000117691,0.000001041013,0.000001896824,0.0001057792,0.000001841785,0.0003264373],"genre_scores_gemma":[0.9990758,0.00007033579,0.00008637262,0.00001574062,0.000001544257,0.00000242961,0.0001710119,0.000002024559,0.0005747161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.343131,"threshold_uncertainty_score":0.6822675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00654598714420763,"score_gpt":0.1787234766222844,"score_spread":0.1721774894780768,"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."}}