{"id":"W3014627668","doi":"","title":"Organic geochemical signatures controlling methane outgassing at active mud volcanoes in the Canadian Beaufort Sea","year":2016,"lang":"en","type":"article","venue":"EGUGA","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Outgassing; Methane; Beaufort sea; Volcano; Mud volcano; Geology; Oceanography; Earth science; Atmospheric methane; Environmental science; Astrobiology; Sea ice; Geochemistry; Chemistry; Greenhouse gas","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001433886,0.0003343286,0.0004006292,0.001120484,0.002796374,0.0009410689,0.0005842622,0.0004948796,0.0009264338],"category_scores_gemma":[0.0002853207,0.0003377696,0.0002409597,0.001024205,0.001187842,0.0003713308,0.0006072118,0.0003366641,0.0001064643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006366891,"about_ca_system_score_gemma":0.004296615,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9327334,"about_ca_topic_score_gemma":0.9684156,"domain_scores_codex":[0.9998125,0.00000603328,0.000005560971,0.00004204867,0.00004497774,0.0000888459],"domain_scores_gemma":[0.9997777,0.00001981882,0.00003894948,0.000006410581,0.0001037349,0.0000533526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006910278,0.00007659364,0.7752476,0.00007953541,0.0001560622,0.0004924813,0.003764045,0.001359788,0.208166,0.0003266722,0.0004598394,0.009180467],"study_design_scores_gemma":[0.000003775421,0.00001418706,0.9956939,0.000003340235,0.00001358222,0.00002420724,0.001155713,0.0003716355,0.002292111,0.00001687672,0.0004009341,0.000009688879],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989578,0.0000898314,0.00004907005,0.00002897069,0.000002615641,0.000003744692,0.000213287,0.000005918861,0.0006488016],"genre_scores_gemma":[0.9992747,0.00005817948,0.00006312835,0.00001398406,0.000001722744,0.000002186147,0.0001554348,0.000004387542,0.0004263038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06726658,"threshold_uncertainty_score":0.1353254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008180919980420738,"score_gpt":0.2102120760509034,"score_spread":0.2020311560704827,"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."}}