{"id":"W3164528947","doi":"10.1029/2019jg005542","title":"Assessing Geochemical Bioenergetics and Microbial Metabolisms at Three Terrestrial Sites of Serpentinization: The Tablelands (NL, CAN), The Cedars (CA, USA), and Aqua de Ney (CA, USA)","year":2021,"lang":"en","type":"article","venue":"Journal of Geophysical Research Biogeosciences","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Microcosm; Methanogenesis; Environmental chemistry; Methane; Anaerobic oxidation of methane; Chemistry; Bioenergetics; Groundwater; Carbon monoxide; Geology; Catalysis; Biochemistry; Organic chemistry","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":[0.0002446015,0.0002998015,0.0002684903,0.0007325721,0.0008627097,0.0008888638,0.000400436,0.0002948472,0.0006194733],"category_scores_gemma":[0.0002503178,0.0002366145,0.0002130636,0.0007998046,0.0005352323,0.0002543256,0.0003124528,0.000249733,0.00008324156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001885325,"about_ca_system_score_gemma":0.0008430824,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2141943,"about_ca_topic_score_gemma":0.4927985,"domain_scores_codex":[0.9997876,0.00001863073,0.00001126834,0.00008155966,0.00006383273,0.00003700096],"domain_scores_gemma":[0.9996334,0.00006472164,0.00008719687,0.00001664524,0.0001228377,0.00007507663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001058367,0.0002240922,0.7411749,0.0001267653,0.0001498101,0.000428371,0.0008533705,0.002408311,0.2435665,0.0001392843,0.0003072342,0.009563032],"study_design_scores_gemma":[0.00002560047,0.0001345264,0.9833835,0.000006401087,0.0000365637,0.00005151201,0.0005185328,0.0008036527,0.01446077,0.00001035099,0.0005618246,0.000006777402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992595,0.00004458845,0.00006380918,0.000005369048,8.309216e-7,0.000008597629,0.0001838177,0.000003412183,0.0004300479],"genre_scores_gemma":[0.9985298,0.00007503424,0.0005917559,0.0000105516,0.000001130492,0.00001243266,0.000491024,0.000002060974,0.0002862652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7858057,"threshold_uncertainty_score":0.4258951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04410879823359661,"score_gpt":0.3187755294635896,"score_spread":0.274666731229993,"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."}}