{"id":"W3112494787","doi":"10.1002/lno.11652","title":"Dissolved organic carbon (<scp>DOC</scp>) is essential to balance the metabolic demands of four dominant <scp>North‐Atlantic</scp> deep‐sea sponges","year":2020,"lang":"en","type":"article","venue":"Limnology and Oceanography","topic":"Marine Sponges and Natural Products","field":"Biochemistry, Genetics and Molecular Biology","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada; Dalhousie University","funders":"Executive Agency for Small and Medium-sized Enterprises; Directorate for Biological Sciences; Universiteit van Amsterdam; Koninklijk Nederlands Instituut voor Onderzoek der Zee; Universitetet i Bergen; Koninklijke Nederlandse Akademie van Wetenschappen; European Commission","keywords":"Deep sea; Total organic carbon; Sponge; Dissolved organic carbon; Carbon fibers; Carbon cycle; Dry weight; Biomass (ecology); Ecosystem; Cycling; Environmental chemistry; Ecology; Oceanography; Environmental science; Chemistry; Biology; Botany; Geology; Geography","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":[0.0001036978,0.000238667,0.0001971303,0.0002076602,0.0002485344,0.0004420094,0.0001879457,0.0002069336,0.0004974275],"category_scores_gemma":[0.0002290267,0.0002128711,0.0001645368,0.0001833592,0.0002835726,0.0002194952,0.000320734,0.0002171886,0.0001181704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004062769,"about_ca_system_score_gemma":0.0004083782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004746123,"about_ca_topic_score_gemma":0.006763918,"domain_scores_codex":[0.9999093,0.000008035326,0.000009975845,0.00002406689,0.00002224126,0.0000263611],"domain_scores_gemma":[0.9996983,0.00004944496,0.00008793928,0.00001777496,0.0000530848,0.00009357812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001607889,0.00001006436,0.01204904,0.00004017032,0.00000843127,0.00005231384,0.00003819526,0.0001004666,0.9864166,0.00002916528,0.00001819106,0.001076645],"study_design_scores_gemma":[0.00003805949,0.0007272892,0.6490409,0.00001595585,0.00006217526,0.0006503796,0.0006422407,0.004042387,0.3434272,0.0001092149,0.001219764,0.00002435714],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995825,0.00003632085,0.00009480819,0.00001114009,9.669793e-7,0.000001425868,0.00006024818,0.000003686642,0.0002090144],"genre_scores_gemma":[0.9993227,0.00004095313,0.0003080041,0.00001574052,8.790633e-7,0.000003740994,0.0001109492,0.000004269686,0.0001929269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004746123,"threshold_uncertainty_score":0.009436965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005914808930656432,"score_gpt":0.2047262628071893,"score_spread":0.1988114538765329,"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."}}