{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003267587,0.0001690724,0.0002267483,0.0000900427,0.00006143473,0.00002700503,0.0001788128,0.0001231378,0.01735904],"category_scores_gemma":[0.00001565554,0.000139167,0.00006557508,0.0002097073,0.0000731285,0.00009604273,0.0001023976,0.0001829563,0.0008335085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002369363,"about_ca_system_score_gemma":0.0000168649,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003371247,"about_ca_topic_score_gemma":0.04245482,"domain_scores_codex":[0.9986737,0.0001024044,0.0002750532,0.0004124382,0.00006498164,0.000471383],"domain_scores_gemma":[0.999599,0.0001457339,0.00003374646,0.0001470726,0.000001860272,0.00007259848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001683533,0.00002022173,0.9766719,0.00002661696,0.00002199779,0.00007900334,0.0002844473,0.0004015311,0.01783219,0.000002025383,0.00005428145,0.004588921],"study_design_scores_gemma":[0.0001377702,0.00004069675,0.986275,0.00003374016,0.00001090349,0.00003358557,0.0002033794,0.00290511,0.001268109,0.0001169152,0.008787591,0.0001872068],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969512,0.0005412362,0.000001199509,0.0001632068,0.0001999598,0.00007038088,0.00006836628,0.00001889128,0.001985614],"genre_scores_gemma":[0.9972034,0.0001743689,0.00006912652,0.0001077244,0.00006530504,0.000003771022,0.0006603586,0.000003607121,0.001712303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03908357,"threshold_uncertainty_score":0.9999444,"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."}}