{"id":"W1670829366","doi":"","title":"The Relationship Between the Diagenetic Cycles of Reducible Iron and Manganese Oxides and Dissolved Organic Carbon (DOC)","year":2004,"lang":"en","type":"article","venue":"AGU Spring Meeting Abstracts","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Authigenic; Diagenesis; Dissolved organic carbon; Environmental chemistry; Geology; Dissolution; Total organic carbon; Manganese; Fractionation; Sediment; Chemistry; Sedimentary rock; Geochemistry; Geomorphology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006683709,0.0001000009,0.000113603,0.00002690655,0.0003324902,0.00008513434,0.0001308764,0.00004370586,0.0000026104],"category_scores_gemma":[0.0004014193,0.00006080953,0.00001958016,0.0001001106,0.00009954182,0.00005942343,0.00003306272,0.0001409647,0.000003986525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003312816,"about_ca_system_score_gemma":0.0000226866,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0268586,"about_ca_topic_score_gemma":0.01666313,"domain_scores_codex":[0.9991736,0.00005363685,0.0002523327,0.0001736128,0.0001481793,0.0001986124],"domain_scores_gemma":[0.9984894,0.001094076,0.0001436458,0.000189763,0.00001504328,0.00006803529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003972218,0.000002356374,0.995779,0.00004076817,0.000006772998,0.000002567707,0.0002208901,0.00109495,0.0003685174,0.00002317637,7.815158e-7,0.002456228],"study_design_scores_gemma":[0.0001059446,0.00002956815,0.9973756,0.00008892053,0.00002168442,0.000006620667,0.0003057726,0.00008827094,0.001051268,0.0008106237,0.00003804143,0.00007766826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947122,0.001552923,6.856556e-7,0.0003447056,0.00006744965,0.0001212785,0.000002671153,0.00002084299,0.003177267],"genre_scores_gemma":[0.9996699,0.0001189065,0.00006552044,0.000007040279,0.0000840135,7.775673e-7,0.000003009028,0.000004814992,0.00004599118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01019547,"threshold_uncertainty_score":0.9796216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01877242651410113,"score_gpt":0.21239687461131,"score_spread":0.1936244480972089,"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."}}