{"id":"W4322004735","doi":"10.5194/egusphere-egu23-9965","title":"Paleoenvironmental Factors Controlling Organic Carbon Sequestration in Neoproterozoic Deep-Marine Levees","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; St. Francis Xavier University; University of Ottawa","funders":"","keywords":"Total organic carbon; Geology; Organic matter; Weathering; Organic geochemistry; Kerogen; Geochemistry; Carbon fibers; Turbidite; Carbon cycle; Paleontology; Sedimentary rock; Ecosystem; Source rock; Environmental chemistry; Structural basin","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001874064,0.0001970097,0.0001716719,0.001235564,0.0005392855,0.0007552864,0.0002584274,0.0001863501,0.0007032523],"category_scores_gemma":[0.00038828,0.0001883772,0.0001270808,0.0008579677,0.0005980252,0.000300838,0.0004809306,0.0001412391,0.0001383048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001670845,"about_ca_system_score_gemma":0.0006471209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1245442,"about_ca_topic_score_gemma":0.2780945,"domain_scores_codex":[0.9999127,0.0000089075,0.000007459215,0.00002569923,0.00001573425,0.00002939959],"domain_scores_gemma":[0.9998426,0.00001580328,0.00005031879,0.000006493364,0.0000441291,0.0000406405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001671317,0.00001593435,0.9635341,0.00002510223,0.00005124606,0.0002243116,0.001100379,0.0003135485,0.02880996,0.000139303,0.00004153184,0.005577355],"study_design_scores_gemma":[7.030304e-7,0.000006429464,0.9993137,0.000001752711,0.000003250544,0.00001951575,0.0002096509,0.00009384611,0.0002403285,0.00001523628,0.00009391407,0.000001648754],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996345,0.00007567673,0.00001871602,0.000006929545,3.061552e-7,9.064335e-7,0.00005474457,0.000002226035,0.0002059946],"genre_scores_gemma":[0.9996274,0.00007545776,0.00003927396,0.000004418994,6.88686e-7,0.000001331411,0.0000897104,0.000001663069,0.0001601103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1245442,"threshold_uncertainty_score":0.2476386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02117272137339642,"score_gpt":0.2246119084227697,"score_spread":0.2034391870493732,"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."}}