{"id":"W4387695864","doi":"10.3897/aca.6.e108172","title":"Genomic Approaches and Analyses of Slow-Growing Obligate Iron-Metabolizing Microbes","year":2023,"lang":"en","type":"article","venue":"ARPHA Conference Abstracts","topic":"Microbial Fuel Cells and Bioremediation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geobacter sulfurreducens; Shewanella oneidensis; Geobacter; Biology; Electron acceptor; Chemistry; Biochemistry; Bacteria; Genetics; Biofilm","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002785836,0.0001372754,0.0001850019,0.00006972802,0.00008471173,0.00005072969,0.0001648962,0.0000657274,0.0002419599],"category_scores_gemma":[0.00002567775,0.0001213573,0.00004660729,0.0002493194,0.0001610309,0.0003078104,0.0001625906,0.00008563847,0.0002972732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001951801,"about_ca_system_score_gemma":0.00001631248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005587671,"about_ca_topic_score_gemma":0.0000801783,"domain_scores_codex":[0.9989837,0.00002660317,0.0002847771,0.0002940466,0.0001495686,0.0002612993],"domain_scores_gemma":[0.999563,0.00005247828,0.0001450869,0.0001485049,0.000009184962,0.00008168683],"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":[0.000005136601,0.00001851392,0.00932002,0.00003035372,0.000009900817,0.000003504437,0.0003545874,0.001670877,0.9749595,0.00004981363,0.000143053,0.01343472],"study_design_scores_gemma":[0.00020201,0.00002291971,0.5640237,0.0000260681,0.00003651784,0.000003484164,0.0003708852,0.0008401145,0.4328609,0.0004257247,0.0009886093,0.0001990995],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955208,0.0001387748,0.00002055163,0.0001479822,0.00005866621,0.0001148709,0.000009652867,0.00003871826,0.003949962],"genre_scores_gemma":[0.9984832,0.0004320837,0.0007759652,0.00005324214,0.00003196451,0.000003396967,0.00002694789,0.00001040114,0.0001828118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5547037,"threshold_uncertainty_score":0.4948809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07271336909036158,"score_gpt":0.2632082379815849,"score_spread":0.1904948688912234,"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."}}