{"id":"W2148012327","doi":"10.1016/j.ecss.2010.04.003","title":"In vitro simulation of oxic/suboxic diagenesis in an estuarine fluid mud subjected to redox oscillations","year":2010,"lang":"en","type":"article","venue":"Estuarine Coastal and Shelf Science","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Rimouski","funders":"Agence de l'Eau Adour-Garonne","keywords":"Anoxic waters; Biogeochemical cycle; Environmental chemistry; Diagenesis; Nitrate; Nitrification; Denitrification; Organic matter; Estuary; Particulates; Chemistry; Nitrogen; Oceanography; Geology; Mineralogy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001637722,0.0003151739,0.0005047002,0.0002146086,0.0004430533,0.0007083072,0.0006026978,0.00103422,0.001476404],"category_scores_gemma":[0.0004569083,0.0003047182,0.0004661861,0.000246997,0.0004975676,0.0003147169,0.00047491,0.0005333338,0.0001517338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006191384,"about_ca_system_score_gemma":0.0005828214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01090202,"about_ca_topic_score_gemma":0.00700845,"domain_scores_codex":[0.9999167,0.00001014734,0.000006776631,0.00001875756,0.00001782977,0.00002970198],"domain_scores_gemma":[0.9997047,0.0001428628,0.00004366469,0.00002222471,0.00004179109,0.00004479918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004093529,0.000258987,0.006352092,0.0001153883,0.00004964148,0.000790916,0.0001919587,0.8992119,0.08945072,0.0008988281,0.0001612119,0.00210896],"study_design_scores_gemma":[0.00004452338,0.0003198498,0.003432615,0.00001048129,0.00002491118,0.0000446777,0.0001678665,0.9650891,0.03019582,0.0002623239,0.0003846545,0.00002308213],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99626,0.00006414828,0.001608623,0.00007252058,0.00002195152,0.00001343752,0.0002785948,0.00002746802,0.001653241],"genre_scores_gemma":[0.9985611,0.00006573294,0.0006232171,0.0000194514,0.00000261683,0.00001292088,0.00009617904,0.000005014612,0.0006138351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01090202,"threshold_uncertainty_score":0.02167714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00920600296087969,"score_gpt":0.2326471920500675,"score_spread":0.2234411890891878,"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."}}