{"id":"W2234491557","doi":"10.1093/femsec/fiv105","title":"Investigation of XoxF methanol dehydrogenases reveals new methylotrophic bacteria in pelagic marine and freshwater ecosystems","year":2015,"lang":"en","type":"article","venue":"FEMS Microbiology Ecology","topic":"Microbial metabolism and enzyme function","field":"Biochemistry, Genetics and Molecular Biology","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Advanced Research; Concordia University","funders":"","keywords":"Biology; Pelagic zone; Ecology; Estuary; Methylotroph; Phytoplankton; Water column; Marine ecosystem; Methanol dehydrogenase; Ecosystem; Bacteria","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":[0.000139513,0.0002405158,0.000172894,0.0005320776,0.0001562975,0.0002786339,0.00009388815,0.0002320519,0.0002856767],"category_scores_gemma":[0.0001749499,0.0001386529,0.0001844084,0.0003652178,0.0001530864,0.0002056418,0.0003169423,0.0001541744,0.00009078335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001662302,"about_ca_system_score_gemma":0.0002006381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002046864,"about_ca_topic_score_gemma":0.003548553,"domain_scores_codex":[0.9999099,0.000007940634,0.000008593998,0.00003342169,0.00001910244,0.00002113673],"domain_scores_gemma":[0.9998666,0.00001834869,0.00005689021,0.000009757953,0.00002212901,0.000026223],"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":[0.0001281107,0.0000236653,0.06273068,0.00005518387,0.00001357419,0.00005528795,0.0001535705,0.00005844051,0.9300179,0.00004219871,0.000009995095,0.00671141],"study_design_scores_gemma":[0.00000687132,0.0003197912,0.9210542,0.00001334376,0.000028634,0.0003082517,0.0003642551,0.0006730129,0.07615275,0.00005596094,0.001015079,0.000007935405],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993476,0.0001437006,0.0002015083,0.000009578334,5.915693e-7,0.000004572395,0.0001404857,0.000003743986,0.0001482194],"genre_scores_gemma":[0.9962969,0.0002721739,0.001842626,0.00002212548,0.000002570636,0.00001659583,0.0007738704,0.00000319733,0.0007698219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002046864,"threshold_uncertainty_score":0.004069924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01890692818050682,"score_gpt":0.2184269714819933,"score_spread":0.1995200433014865,"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."}}