{"id":"W4409883310","doi":"10.1029/2024gc011781","title":"Pockmark Occurrence in the Northern Gulf of Mexico Influenced by Glacial Cycles and Hydrate Stability","year":2025,"lang":"en","type":"article","venue":"Geochemistry Geophysics Geosystems","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Bureau of Ocean Energy Management; U.S. Geological Survey; Ohio State University; National Oceanic and Atmospheric Administration; National Science Foundation","keywords":"Geology; Glacial period; Oceanography; Geomorphology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005129507,0.0002056099,0.0002808139,0.00001453265,0.0001078901,0.00003301893,0.0004121542,0.0001174261,0.0001601827],"category_scores_gemma":[0.00004714619,0.0001538056,0.00005781802,0.0004697281,0.0002957202,0.00009443239,0.0001872853,0.0002534073,0.00003378426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006131773,"about_ca_system_score_gemma":0.00003225002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001925908,"about_ca_topic_score_gemma":0.0001295425,"domain_scores_codex":[0.9984316,0.000127601,0.0004238263,0.0004073264,0.0003029675,0.0003066341],"domain_scores_gemma":[0.9991176,0.000150317,0.0001857331,0.0004708904,0.00002101297,0.00005446665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009405842,0.0004475403,0.5321227,0.0005426364,0.00006761984,0.000006413175,0.002526127,0.001957194,0.4536052,0.00006095639,0.001133058,0.007436548],"study_design_scores_gemma":[0.006729917,0.0003954853,0.29006,0.001316106,0.0003682133,0.00003467218,0.009138324,0.01695077,0.601672,0.04681906,0.023039,0.003476408],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868163,0.0003518779,0.00002509161,0.0001204668,0.00007154151,0.0002801367,0.0001175536,0.00001390802,0.01220311],"genre_scores_gemma":[0.9996427,0.00002579551,0.000009567909,0.00005682444,0.00001718637,0.00003356093,0.0000440749,0.000004560802,0.0001656703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2420626,"threshold_uncertainty_score":0.627201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005310254293751235,"score_gpt":0.2111913739427027,"score_spread":0.2058811196489514,"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."}}