{"id":"W2906917992","doi":"10.1111/gbi.12325","title":"Rates and pathways of CH<sub>4</sub> oxidation in ferruginous Lake Matano, Indonesia","year":2018,"lang":"en","type":"article","venue":"Geobiology","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Research Foundation; Danmarks Grundforskningsfond; Villum Fonden; National Science Foundation","keywords":"Geochemistry; Geology; Environmental science; Earth science","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":[0.0000720594,0.0001683504,0.0002091619,0.0003278836,0.0002592524,0.0003843734,0.0001252846,0.0001716064,0.0003913905],"category_scores_gemma":[0.0001136214,0.0001259382,0.0001027743,0.0002523034,0.000199333,0.0002246803,0.0002445401,0.0001202433,0.00008092711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004564771,"about_ca_system_score_gemma":0.0002673429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01159662,"about_ca_topic_score_gemma":0.01235137,"domain_scores_codex":[0.9999574,0.000004447109,0.000004253526,0.00001444036,0.000009359234,0.00000997723],"domain_scores_gemma":[0.999961,0.000007577602,0.00001095616,0.000002008936,0.00001187188,0.000006450899],"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":[0.0006509441,0.00006358034,0.3109507,0.0001713155,0.00003552016,0.0002106097,0.0006465819,0.001171519,0.6747773,0.0001145813,0.0000491735,0.01115818],"study_design_scores_gemma":[0.00002463662,0.0002899845,0.8958576,0.00001366756,0.00003846411,0.0001581054,0.0008273637,0.006375136,0.0951224,0.00014885,0.001123806,0.00001994088],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995099,0.00003730395,0.00009880083,0.000005916409,6.547778e-7,0.000002856531,0.00006228153,0.000005576408,0.0002766111],"genre_scores_gemma":[0.9994572,0.00003457125,0.0002032831,0.000004714448,5.929334e-7,0.000005232755,0.00008196625,0.00000186332,0.000210646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01159662,"threshold_uncertainty_score":0.02305824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01004525579593109,"score_gpt":0.2088499934649908,"score_spread":0.1988047376690597,"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."}}