{"id":"W4289262056","doi":"10.1073/pnas.2114799119","title":"Sulfur and methane oxidation by a single microorganism","year":2022,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Microbial metabolism and enzyme function","field":"Biochemistry, Genetics and Molecular Biology","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"HORIZON EUROPE Marie Sklodowska-Curie Actions; National Research Foundation of Korea; Rural Development Administration; Austrian Science Fund; Natural Sciences and Engineering Research Council of Canada; European Commission; Government of Canada","keywords":"Methanotroph; Anaerobic oxidation of methane; Sulfur; Methane; Thiosulfate; Chemistry; Environmental chemistry; Anoxic waters; Methane monooxygenase; Archaea; Bacteria; Biodegradation; Microorganism; Biochemistry; Organic chemistry; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002670506,0.0003177971,0.0004095823,0.0002327137,0.000283325,0.0004558501,0.0001876272,0.0005548534,0.0004044992],"category_scores_gemma":[0.00022288,0.0001495073,0.0003405986,0.0001536352,0.0002856086,0.0003840288,0.0006957077,0.0004125686,0.0002640669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000194059,"about_ca_system_score_gemma":0.0003324676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006298522,"about_ca_topic_score_gemma":0.0007198012,"domain_scores_codex":[0.9996482,0.00005350077,0.00002279899,0.0000999547,0.0001243982,0.00005112992],"domain_scores_gemma":[0.9998889,0.00001701352,0.00002238385,0.00001856171,0.00001592915,0.00003717506],"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":[0.0001079796,0.00005588793,0.003374556,0.00007621982,0.00002080261,0.0001503948,0.00007715954,0.0001623243,0.9902421,0.0002955476,0.00007591044,0.005361198],"study_design_scores_gemma":[0.0000244252,0.000854965,0.03049062,0.00002960513,0.00009867134,0.00184862,0.0004851217,0.004831322,0.9534352,0.0006695588,0.007207503,0.00002435456],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944649,0.001550014,0.002264756,0.0002830763,0.00006156509,0.0000145186,0.0001184663,0.00002687785,0.001215847],"genre_scores_gemma":[0.9936987,0.00102889,0.00349886,0.00005718905,0.00002806292,0.00001620183,0.000298304,0.000008823572,0.00136482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006298522,"threshold_uncertainty_score":0.001412272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01842779617773705,"score_gpt":0.2474973224235538,"score_spread":0.2290695262458168,"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."}}