{"id":"W4413142478","doi":"10.1175/bams-d-25-0074.1","title":"Global Oceans","year":2025,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Oceanography; Climatology; Geology","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":[0.0005840033,0.0012885,0.0006676851,0.00152648,0.0006890729,0.002975374,0.0007381787,0.001133025,0.1940802],"category_scores_gemma":[0.001193473,0.0002399761,0.0004788734,0.002404526,0.0004676471,0.002087521,0.002474397,0.001316741,0.1416564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001162509,"about_ca_system_score_gemma":0.002960325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01362157,"about_ca_topic_score_gemma":0.006856595,"domain_scores_codex":[0.9994678,0.00008218573,0.00003410859,0.000130674,0.000163695,0.0001216007],"domain_scores_gemma":[0.999605,0.00002141274,0.00004867236,0.00006215394,0.0002047745,0.00005813553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005603788,0.00001824851,0.003008849,0.0006956594,0.00005250509,0.0001496515,0.0001351718,0.0002379684,0.000455608,0.01929675,0.8217398,0.1541538],"study_design_scores_gemma":[0.000007502233,0.000005050864,0.00136405,0.0001043286,0.000006229822,0.00003435725,0.00006348785,0.00004498718,0.00004344828,0.001329173,0.9969922,0.000005133923],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.002929872,0.01436803,0.003030388,0.01141336,0.006749977,0.0002629792,0.1688346,0.003713532,0.7886972],"genre_scores_gemma":[0.08534507,0.03077471,0.009452441,0.01061839,0.003044491,0.0009453248,0.2718445,0.002066734,0.5859083],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1940802,"threshold_uncertainty_score":0.6492628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01077089431801848,"score_gpt":0.2500081758622384,"score_spread":0.2392372815442199,"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."}}