{"id":"W4312195525","doi":"10.1111/gbi.12538","title":"Carbon pump dynamics and limited organic carbon burial during <scp>OAE1a</scp>","year":2022,"lang":"en","type":"article","venue":"Geobiology","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Ocean Networks Canada Society; University of Victoria","funders":"","keywords":"Total organic carbon; Anoxic waters; Biogeochemical cycle; Sediment; Nutrient; Environmental chemistry; Carbon fibers; Organic matter; Environmental science; Oceanography; Geology; Chemistry; Paleontology","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":[0.0002013675,0.0001405189,0.0002218279,0.0001002882,0.0002073811,0.00002181066,0.0001838465,0.00008294197,0.0005324862],"category_scores_gemma":[0.00005006658,0.0001327129,0.00003185964,0.0002103077,0.00004705674,0.00002867821,0.000145921,0.000244417,0.00001337384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001417901,"about_ca_system_score_gemma":0.00004277467,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01111963,"about_ca_topic_score_gemma":0.019132,"domain_scores_codex":[0.9987975,0.0001711828,0.000203295,0.0003290299,0.0001018273,0.0003971362],"domain_scores_gemma":[0.9995186,0.0001290576,0.0000852395,0.0001770981,0.00001589084,0.00007414915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005624117,0.00002377224,0.9904722,0.00005005722,0.00006385386,0.0001233504,0.0003409212,0.0006276876,0.001717284,0.0001117024,0.00005366966,0.006359276],"study_design_scores_gemma":[0.002107922,0.001506055,0.7795864,0.00001060278,0.00008028587,0.001271729,0.002624696,0.1839283,0.0005426744,0.0009161405,0.02699779,0.0004274965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819513,0.0004029805,8.78744e-7,0.00008578091,0.001023108,0.0001480434,0.00009539986,0.00006137213,0.01623111],"genre_scores_gemma":[0.9977161,0.00004079851,0.000004408633,0.00008215858,0.0001914178,0.000004527798,0.000335801,0.000005789059,0.001618973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2108858,"threshold_uncertainty_score":0.9987663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005061038312898904,"score_gpt":0.1613155766035153,"score_spread":0.1562545382906164,"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."}}