{"id":"W4396887278","doi":"10.1021/acs.est.3c10988","title":"Morphological, Microstructural, and In Situ Chemical Characteristics of Siderite Produced by Iron-Reducing Bacteria","year":2024,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Light Source (Canada); University of Saskatchewan","funders":"Guangdong Academy of Sciences; Guangdong Provincial Applied Science and Technology Research and Development Program; China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Siderite; In situ; Bacteria; Metallurgy; Iron bacteria; Materials science; Chemical engineering; Chemistry; Environmental chemistry; Mineralogy; Geology; Pyrite; Paleontology; Engineering; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001304922,0.000109902,0.0001395333,0.0001891021,0.00003659835,0.00003209831,0.0001514249,0.0001031152,0.00006561728],"category_scores_gemma":[0.00002313955,0.00009502834,0.00001517881,0.0002994163,0.0007232245,0.0001616918,0.0001039723,0.0002436255,0.00001164873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009832755,"about_ca_system_score_gemma":0.000005248105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002798854,"about_ca_topic_score_gemma":2.889614e-7,"domain_scores_codex":[0.9991884,0.000005770861,0.000196481,0.0002971608,0.00009343696,0.0002187014],"domain_scores_gemma":[0.9998022,0.00001077527,0.00002157771,0.000124246,0.000001122346,0.00004008769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00000207791,0.00001243398,0.0007105887,0.00001745719,0.000001613462,0.000008563436,0.00004324136,0.000005357998,0.9798227,0.00001641609,0.0000148263,0.0193447],"study_design_scores_gemma":[0.00005479777,0.00002208829,0.008033995,0.00002364048,0.0000029578,0.00009686156,0.00007396672,0.0008060212,0.9896605,0.00002749136,0.001083287,0.0001143901],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988582,0.0005138308,0.00002632417,0.0001464665,0.000177851,0.00008479365,0.00001425955,0.0001241534,0.00005408572],"genre_scores_gemma":[0.9991351,0.0001671771,0.0006385367,0.00001236616,0.00001247648,0.000005236328,0.000006797202,0.000008584857,0.00001372847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01923031,"threshold_uncertainty_score":0.3875144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005075190835485576,"score_gpt":0.2051709513427423,"score_spread":0.2000957605072567,"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."}}