{"id":"W4315779398","doi":"10.1038/s41564-022-01302-w","title":"The double life of Methanoperedens","year":2023,"lang":"en","type":"letter","venue":"Nature Microbiology","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Adaptation (eye); Ecosystem; Candidatus; Biology; Bioreactor; Ecology; Gene; Genetics; Genome; Botany","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":["research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0004069222,0.0002678698,0.0004117853,0.00004816515,0.0001461267,0.00001433994,0.0008238942,0.003003467,0.001418281],"category_scores_gemma":[0.00005600647,0.0001487848,0.0001748458,0.000307314,0.0005281282,0.00001728672,0.0004382413,0.004046064,0.002012494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000618987,"about_ca_system_score_gemma":0.00002826273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001317921,"about_ca_topic_score_gemma":0.00005736157,"domain_scores_codex":[0.9983821,0.0001969451,0.0003499083,0.000451384,0.0001101644,0.0005094837],"domain_scores_gemma":[0.9987486,0.00039434,0.0002613586,0.0005383096,0.00001599026,0.00004143063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001908254,0.000005276555,0.00002656745,0.0000150786,0.0001104713,0.00002461067,0.00003845905,0.00002946216,0.04049668,0.00003338334,0.9590707,0.0001302466],"study_design_scores_gemma":[0.0002267143,0.00004440821,0.00002683581,0.00001293201,0.00004594903,0.00002562776,0.00001205834,0.000002797997,0.002641188,0.0002456891,0.9965331,0.0001827041],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00756682,0.007648498,0.000004755953,0.9323362,0.006004018,0.0008593904,0.0002722616,0.0001378563,0.04517027],"genre_scores_gemma":[0.007552969,0.001783019,0.0003354251,0.815394,0.002731092,0.00006114729,0.001345728,0.0001953705,0.1706012],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1254309,"threshold_uncertainty_score":0.9994946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01052934053176768,"score_gpt":0.2337408585589296,"score_spread":0.223211518027162,"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."}}