{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007463704,0.0001969453,0.0001247892,0.0002031186,0.0001130663,0.0001404216,0.000124435,0.0002367267,0.0004451809],"category_scores_gemma":[0.0001106693,0.0001774292,0.0001464771,0.0001278177,0.000171854,0.0001181763,0.000126925,0.0001962103,0.00008270732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001097396,"about_ca_system_score_gemma":0.00008294608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001134912,"about_ca_topic_score_gemma":0.001637745,"domain_scores_codex":[0.9999396,0.00000678698,0.000004136045,0.00001470203,0.0000206176,0.0000141566],"domain_scores_gemma":[0.9998891,0.00002575334,0.00003089908,0.00001234422,0.00002562535,0.00001620722],"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":[0.00001029354,0.000002458515,0.0002201549,0.000006055117,8.669135e-7,0.00002651499,0.00001317416,0.00002428502,0.9995116,0.000008314091,0.000002861176,0.0001735928],"study_design_scores_gemma":[0.000003659918,0.00007478571,0.02028957,0.000002620289,0.000007704044,0.0001912937,0.00009136715,0.001257091,0.9776388,0.00002315825,0.0004140214,0.000005933334],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988863,0.00006211542,0.0005119264,0.000009175918,0.000002645032,0.000003959546,0.00009615469,0.00001001192,0.0004177281],"genre_scores_gemma":[0.9971942,0.00009876519,0.001607025,0.000008795117,0.000002948978,0.000009845339,0.0001828849,0.00000823415,0.0008873013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001134912,"threshold_uncertainty_score":0.002256632,"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."}}