{"id":"W4383301895","doi":"10.1111/gcb.16863","title":"Methane in West Siberia terrestrial seeps: Origin, transport, and metabolic pathways of production","year":2023,"lang":"en","type":"article","venue":"Global Change Biology","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Russian Science Foundation","keywords":"Environmental science; Methane; Production (economics); Earth science; Ecology; Geology; 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":[0.000138305,0.0001990157,0.0002023591,0.0007339515,0.0003619166,0.0002740491,0.0001162715,0.0001474014,0.0007627386],"category_scores_gemma":[0.0001441679,0.000114738,0.0001401924,0.0008311142,0.0001803529,0.0002247241,0.0003535687,0.00008866397,0.00009024682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004170648,"about_ca_system_score_gemma":0.0002845445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03024149,"about_ca_topic_score_gemma":0.03857328,"domain_scores_codex":[0.9999596,0.000007469203,0.000003409737,0.00001155026,0.000006392715,0.00001144596],"domain_scores_gemma":[0.9999274,0.00001313572,0.0000255695,0.000005183219,0.00001230069,0.00001639869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001763499,0.00002099838,0.9703869,0.00004229953,0.0000566204,0.0002405737,0.0003497282,0.0006669608,0.02143995,0.00006574636,0.00005973734,0.006494239],"study_design_scores_gemma":[0.000001004694,0.000009071322,0.9991603,0.000001945193,0.000004991899,0.0000231893,0.00009856527,0.000331287,0.0002857793,0.00001691184,0.00006600324,8.381808e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994605,0.0001128835,0.00004770849,0.000009742342,6.103143e-7,0.000001421263,0.0002218741,0.000002143415,0.00014307],"genre_scores_gemma":[0.9994718,0.00008018436,0.00005529965,0.000005356062,0.000001068013,0.000002634691,0.000295975,8.636509e-7,0.00008689176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03024149,"threshold_uncertainty_score":0.06013095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04989333515450576,"score_gpt":0.2751109438537589,"score_spread":0.2252176086992532,"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."}}