{"id":"W1524683571","doi":"10.4319/lo.2004.49.2.0620","title":"What controls the mixed‐layer depth in deep‐sea sediments? The importance of particulate organic carbon flux","year":2004,"lang":"en","type":"article","venue":"Limnology and Oceanography","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Office of Naval Research; Natural Sciences and Engineering Research Council of Canada","keywords":"Particulate organic carbon; Particulates; Mixed layer; Flux (metallurgy); Carbon flux; Deep sea; Environmental science; Carbon fibers; Total organic carbon; Layer (electronics); Oceanography; Geology; Environmental chemistry; Mineralogy; Chemistry; Materials science; Ecology; Nutrient; Nanotechnology; Metallurgy; Biology; Composite material; Ecosystem","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":[0.0005007937,0.0002690709,0.0003933882,0.0002740724,0.0002516185,0.001179246,0.0003413522,0.0008287651,0.001429788],"category_scores_gemma":[0.00120468,0.0003842307,0.0002797273,0.0002564731,0.0007597719,0.001457372,0.0003100111,0.0002750003,0.0004558438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003990187,"about_ca_system_score_gemma":0.0003002191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004288057,"about_ca_topic_score_gemma":0.005131313,"domain_scores_codex":[0.9998782,0.000022477,0.000009127173,0.00004227121,0.00001370427,0.00003415036],"domain_scores_gemma":[0.999261,0.0002654777,0.0001740813,0.00005989732,0.00009918693,0.0001403307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00181782,0.0002216234,0.2865917,0.000494118,0.0005309182,0.0005232632,0.0005135766,0.004970205,0.6424017,0.006384582,0.001828552,0.05372188],"study_design_scores_gemma":[0.00004883666,0.000148401,0.9674292,0.00002658233,0.0001750635,0.000128513,0.0004232057,0.007383405,0.01845723,0.00398372,0.001749474,0.00004628871],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936706,0.002057658,0.001130346,0.0007208411,0.00009351786,0.000006890188,0.0001539853,0.00003459317,0.002131677],"genre_scores_gemma":[0.9984958,0.0004172128,0.000193326,0.0001295698,0.00005014181,0.000002301729,0.00005736804,0.00001292255,0.000641323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004288057,"threshold_uncertainty_score":0.008526206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007597686585790422,"score_gpt":0.2094812994142932,"score_spread":0.2018836128285028,"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."}}