{"id":"W4410411982","doi":"10.33424/futurum587","title":"How is carbon stored in seafloor sediments?","year":2025,"lang":"en","type":"article","venue":"","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canada First Research Excellence Fund","keywords":"Seafloor spreading; Geology; Carbon fibers; Oceanography; Geochemistry; Paleontology; Earth science; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0004913245,0.0004854632,0.0007168862,0.001263913,0.0008452667,0.004824121,0.0006672929,0.00161268,0.003774667],"category_scores_gemma":[0.001578684,0.0003917145,0.0004286855,0.00275565,0.002765271,0.005959848,0.0006538872,0.0006174766,0.001298087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001253789,"about_ca_system_score_gemma":0.001073309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01189184,"about_ca_topic_score_gemma":0.01370562,"domain_scores_codex":[0.9995807,0.00004421712,0.00003404789,0.0001606687,0.00009802982,0.00008224582],"domain_scores_gemma":[0.9993629,0.00009867933,0.0001310865,0.00009015067,0.0002211534,0.00009614077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001068512,0.0002294925,0.3343018,0.002379408,0.002063722,0.002207331,0.002230194,0.008637133,0.1774644,0.04768373,0.008894333,0.4128399],"study_design_scores_gemma":[0.00007868189,0.0008519521,0.6483274,0.001306794,0.000763524,0.00234686,0.01222298,0.005146582,0.0644492,0.1351187,0.1290162,0.0003712261],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8673747,0.05608089,0.0106565,0.01216075,0.00151298,0.00003265977,0.004322745,0.0002209678,0.04763779],"genre_scores_gemma":[0.97475,0.01462165,0.001739235,0.001247319,0.0002265391,0.00001353948,0.0007724754,0.00009762476,0.006531442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01189184,"threshold_uncertainty_score":0.02364522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006403804096934888,"score_gpt":0.2132800764212953,"score_spread":0.2068762723243604,"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."}}