{"id":"W4408724672","doi":"10.1093/femsec/fiaf029","title":"Cryptic iron cycling influenced by organic carbon availability in a seasonally stratified lake","year":2025,"lang":"en","type":"article","venue":"FEMS Microbiology Ecology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovation Cluster (Canada)","funders":"Deutsche Forschungsgemeinschaft; UK Research and Innovation","keywords":"Biogeochemical cycle; Anoxic waters; Biology; Cycling; Environmental chemistry; Carbon cycle; Microbial population biology; Geobacter; Ecology; Total organic carbon; Phototroph; Chemocline; Ecosystem; Botany; Bacteria; Photosynthesis; Chemistry; Biofilm","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":[0.0001009936,0.0001791209,0.000206438,0.0002908405,0.0003311031,0.0003828928,0.000161142,0.0002309826,0.0003022723],"category_scores_gemma":[0.0001057105,0.0001655001,0.00008022987,0.0002622783,0.0003766887,0.0002497675,0.0004773762,0.0001506628,0.00007446819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004206774,"about_ca_system_score_gemma":0.0002920587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006219904,"about_ca_topic_score_gemma":0.01100465,"domain_scores_codex":[0.9999279,0.00000797966,0.000004537273,0.0000285695,0.00001068807,0.00002029691],"domain_scores_gemma":[0.9999387,0.000006978123,0.00002201634,0.000002872476,0.0000103138,0.00001900856],"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":[0.0005083142,0.00005383241,0.1773018,0.00007017756,0.00003979594,0.0002431208,0.0005615945,0.0007191001,0.8158531,0.0001028688,0.00005066916,0.004495759],"study_design_scores_gemma":[0.00001384412,0.0001557618,0.9788743,0.00000510844,0.0000239069,0.00009741358,0.0004797108,0.002254906,0.01762869,0.00007661202,0.0003779823,0.00001183094],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997812,0.00002816429,0.00005204246,0.000004479139,3.19041e-7,0.000001139696,0.00003524151,0.000002667458,0.00009480109],"genre_scores_gemma":[0.9996464,0.00001992322,0.0001647033,0.000006898519,7.220445e-7,0.000002661367,0.0000592225,0.000001440722,0.00009813234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006219904,"threshold_uncertainty_score":0.01236737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00452711419268945,"score_gpt":0.2160650964960515,"score_spread":0.2115379823033621,"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."}}