{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002143759,0.0003944496,0.0004841411,0.0002069451,0.001764267,0.002005383,0.0009312397,0.01767384,0.001335814],"category_scores_gemma":[0.006770598,0.0003948155,0.0004242069,0.0001717527,0.002206411,0.002025494,0.001491334,0.01318021,0.001238612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002315355,"about_ca_system_score_gemma":0.001082674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00154973,"about_ca_topic_score_gemma":0.002081362,"domain_scores_codex":[0.9990537,0.0002030844,0.00005995095,0.0001398749,0.0003404723,0.0002029214],"domain_scores_gemma":[0.9976507,0.001306898,0.0002442274,0.0001921698,0.000250591,0.0003553413],"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":[0.002006532,0.0001349889,0.002722664,0.0003174578,0.00006963467,0.007573499,0.0009605461,0.000423831,0.02911574,0.03636729,0.8302607,0.09004704],"study_design_scores_gemma":[0.0001746358,0.0002430987,0.002288524,0.0001428445,0.00003222078,0.001846381,0.0006267861,0.0005792687,0.01412566,0.03351664,0.9463553,0.00006861355],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0209975,0.01304933,0.0009435495,0.9111207,0.04104501,0.00002184363,0.00008003247,0.00008828895,0.01265376],"genre_scores_gemma":[0.2227859,0.01009226,0.000736596,0.7067429,0.03737626,0.0001157006,0.0001128293,0.00005632356,0.02198116],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01767384,"threshold_uncertainty_score":0.01679915,"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."}}