{"id":"W2071362227","doi":"10.1126/science.1059567","title":"Bacterial Recognition of Mineral Surfaces: Nanoscale Interactions Between <i>Shewanella</i> and α-FeOOH","year":2001,"lang":"en","type":"article","venue":"Science","topic":"Microbial Fuel Cells and Bioremediation","field":"Environmental Science","cited_by":434,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Shewanella oneidensis; Goethite; Shewanella; Chemistry; Mineral; Electron transfer; Nanoscopic scale; Bacteria; Chemical physics; Chemical engineering; Biophysics; Nanotechnology; Materials science; Biology; Physical 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002664845,0.00006026865,0.00007345428,0.00003235478,0.0001180257,0.00003371957,0.0001275623,0.00002288171,0.0009418855],"category_scores_gemma":[0.00003112125,0.00005177145,0.00001654752,0.0003534593,0.0004805248,0.0003921586,0.00009368137,0.00004273366,0.00009357844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003973408,"about_ca_system_score_gemma":0.00001291844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002766011,"about_ca_topic_score_gemma":0.0002001897,"domain_scores_codex":[0.9992792,0.00001685718,0.000142168,0.0002161971,0.0001885247,0.000157064],"domain_scores_gemma":[0.9997286,0.00002532936,0.00006912986,0.00008982064,0.00001477095,0.00007240015],"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":[0.000006530754,0.00001552899,0.05077254,0.000002652251,5.750372e-7,3.541905e-7,0.0001342559,0.000007584909,0.9401357,5.046446e-7,0.0002498082,0.008674027],"study_design_scores_gemma":[0.0003789379,0.000147335,0.4087554,0.00002932549,0.00001740061,0.00001700779,0.0001257691,0.0002928539,0.5521331,0.000386507,0.03746344,0.0002529028],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954582,0.000007312225,0.00003147694,0.0001122388,0.0002751847,0.00008072115,0.00001631418,0.00001024344,0.004008251],"genre_scores_gemma":[0.9984738,0.00004667504,0.0009984067,0.00003470638,0.00006339449,0.000001121907,0.00001178714,0.000002686432,0.0003674701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3880025,"threshold_uncertainty_score":0.9999714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01724257693475945,"score_gpt":0.2275896488058365,"score_spread":0.2103470718710771,"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."}}