{"id":"W2604649715","doi":"10.1002/lno.10556","title":"Production and persistence of bacterial and labile organic matter at the hypoxic water–sediment interface of the St. Lawrence Estuary","year":2017,"lang":"en","type":"article","venue":"Limnology and Oceanography","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton","funders":"Natural Sciences and Engineering Research Council of Canada; New Brunswick Innovation Foundation","keywords":"Nepheloid layer; Organic matter; Environmental chemistry; Sediment; Water column; Dissolved organic carbon; Total organic carbon; Estuary; Seawater; Diagenesis; Chemistry; Sediment–water interface; Environmental science; Oceanography; Geology; Mineralogy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001408666,0.0002433827,0.0002088765,0.0005957899,0.0005278285,0.0005795565,0.0001798029,0.0002472218,0.0003460442],"category_scores_gemma":[0.0001566897,0.0002143988,0.0001549178,0.0004756085,0.000301622,0.0001867854,0.0003493034,0.0001708216,0.0001247228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009604142,"about_ca_system_score_gemma":0.0006137249,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08076293,"about_ca_topic_score_gemma":0.1617828,"domain_scores_codex":[0.9998796,0.000008133688,0.000009508084,0.0000357167,0.00003576158,0.00003126277],"domain_scores_gemma":[0.9997182,0.00001656105,0.0001109182,0.000006768053,0.00009398721,0.0000534073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000231754,0.00004616929,0.7572902,0.00006443374,0.00005022294,0.000185851,0.0006639453,0.0002782294,0.237322,0.00004427651,0.0001284631,0.003694434],"study_design_scores_gemma":[0.000001627762,0.00004841649,0.9958715,0.00000278087,0.000007609241,0.00001863136,0.0001869372,0.0001669247,0.003500194,0.000004370269,0.0001886011,0.00000234712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996585,0.00002271181,0.00001794372,0.000005162618,5.429975e-7,8.277063e-7,0.0001206641,0.00000312996,0.0001705446],"genre_scores_gemma":[0.9991026,0.0000376637,0.00006925135,0.0000129808,0.000001261384,0.000003462238,0.0003416671,0.000001458066,0.0004295777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9192371,"threshold_uncertainty_score":0.1605856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008592738379146857,"score_gpt":0.1831525793120043,"score_spread":0.1745598409328574,"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."}}