{"id":"W2883272451","doi":"10.1101/377531","title":"Exchange catalysis during anaerobic methanotrophy revealed by 12 CH 2 D 2 & 13 CH 3 D in methane","year":2018,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Methane; Anaerobic oxidation of methane; Chemistry; Environmental chemistry; Flux (metallurgy); Sediment; Catalysis; Methanogenesis; Isotope; Carbon cycle; Analytical Chemistry (journal); Inorganic chemistry; Ecology; Geology; Physics; Organic chemistry; Ecosystem; Biology","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":[0.00008447051,0.0001757067,0.0001081209,0.0002083014,0.0001882327,0.0003147325,0.0001534539,0.0002291046,0.0009761406],"category_scores_gemma":[0.0001766639,0.000197551,0.00008073349,0.0002322646,0.0004158494,0.000200176,0.0002637302,0.0001899898,0.0001431691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002381022,"about_ca_system_score_gemma":0.0001111696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001461991,"about_ca_topic_score_gemma":0.002481291,"domain_scores_codex":[0.9999551,0.000006035326,0.000002515764,0.00001473691,0.00000909032,0.00001264228],"domain_scores_gemma":[0.9999644,0.000009206072,0.00001058392,0.000004867794,0.000004685493,0.000006338667],"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":[0.0004073221,0.00002343503,0.02768705,0.00004877953,0.00001483553,0.0002424647,0.0002353053,0.0003073945,0.964298,0.0002579753,0.00009670015,0.006380863],"study_design_scores_gemma":[0.00003289198,0.0001604046,0.3858503,0.00001277089,0.00002422838,0.0003661188,0.0005297487,0.004355249,0.6053202,0.0007132835,0.002616167,0.00001870033],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990203,0.0001352973,0.0003059921,0.00002227747,0.000002355487,0.000001205571,0.000087106,0.00001011552,0.0004153208],"genre_scores_gemma":[0.9991916,0.00008792742,0.000279486,0.000008885615,0.00000202705,0.00000302458,0.0001104935,0.000004095887,0.0003123982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001461991,"threshold_uncertainty_score":0.00326556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01045331704794954,"score_gpt":0.202107042569992,"score_spread":0.1916537255220424,"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."}}