{"id":"W4392702466","doi":"10.1093/ismejo/wrae041","title":"Enigmatic persistence of aerobic methanotrophs in oxygen-limiting freshwater habitats","year":2024,"lang":"en","type":"article","venue":"The ISME Journal","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Ecology; Limiting; Anoxic waters; Habitat; Persistence (discontinuity); Bacteria; Environmental chemistry","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":[0.0004602259,0.0003195824,0.0006483077,0.000698458,0.0003215671,0.001252025,0.0005048162,0.0008494038,0.0007428762],"category_scores_gemma":[0.0005359976,0.0001777089,0.0002990704,0.0008321065,0.001006734,0.001583829,0.0008807254,0.000798354,0.0002893139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004013938,"about_ca_system_score_gemma":0.0006619999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006045368,"about_ca_topic_score_gemma":0.000817484,"domain_scores_codex":[0.9997756,0.0000296243,0.00002846399,0.00006998259,0.00005781909,0.00003851251],"domain_scores_gemma":[0.9996976,0.0001089697,0.0001046061,0.00001473724,0.00004880972,0.00002525048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004767725,0.00004298366,0.01483274,0.02631404,0.0004218508,0.002343134,0.00200857,0.001520984,0.1773943,0.02411942,0.01218699,0.7383381],"study_design_scores_gemma":[0.00001897541,0.0003061346,0.04219773,0.003161028,0.0004586378,0.005591398,0.003014487,0.0006400754,0.03237927,0.03255653,0.8795565,0.0001192983],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03274151,0.9586154,0.002462663,0.003193463,0.0003240088,0.000007207353,0.0001959675,0.00005216122,0.002407641],"genre_scores_gemma":[0.1086477,0.8864361,0.001688983,0.001248527,0.0005276033,0.00001527603,0.0002322627,0.000013288,0.001190241],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001252025,"threshold_uncertainty_score":0.002912343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02003856015314844,"score_gpt":0.2321998027433218,"score_spread":0.2121612425901733,"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."}}