{"id":"W4251200506","doi":"10.5194/bgd-9-7743-2012","title":"Intense photooxidative degradation of planktonic and bacterial lipids in sinking particles collected with sediment traps across the Canadian Beaufort Shelf (Arctic Ocean)","year":2012,"lang":"en","type":"preprint","venue":"","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Institut national des sciences de l'Univers; Centre National d’Etudes Spatiales; European Space Agency; ArcticNet; Agence Nationale de la Recherche; Centre National de la Recherche Scientifique","keywords":"Phytodetritus; Dimethylsulfoniopropionate; Arctic; Oceanography; Photic zone; Photodegradation; Sediment trap; Environmental chemistry; Plankton; Environmental science; Sediment; Marine snow; Phytoplankton; Chemistry; Ecology; Total organic carbon; Benthic zone; Geology; Biology; Nutrient; Water column; Paleontology; Foraminifera; Catalysis","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0002023705,0.0007710279,0.0004227494,0.001517026,0.002727841,0.0009388676,0.000416518,0.0003513858,0.0007108123],"category_scores_gemma":[0.0001987199,0.0003417287,0.0003602827,0.001414745,0.000430069,0.0002362509,0.0004008384,0.000244577,0.0001510581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002301123,"about_ca_system_score_gemma":0.002156218,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6710286,"about_ca_topic_score_gemma":0.8293044,"domain_scores_codex":[0.9997421,0.000008253433,0.00001097708,0.00005860702,0.0001171588,0.00006290302],"domain_scores_gemma":[0.9996542,0.00001486332,0.00007205993,0.000008055316,0.0001874014,0.00006338197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003910978,0.00004015063,0.5941184,0.0001671253,0.0001280513,0.0004421327,0.002253478,0.0002602561,0.3946597,0.00005303756,0.0002462822,0.007240262],"study_design_scores_gemma":[0.000001796424,0.0000464707,0.992287,0.000005722586,0.00002122361,0.00006504275,0.0004643471,0.0001021805,0.006550205,0.000003064412,0.00044742,0.000005514363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984768,0.0002030848,0.0001508984,0.000009968938,0.00000464022,0.00001086241,0.0006851819,0.000006458085,0.0004521563],"genre_scores_gemma":[0.9960557,0.000273906,0.0008137014,0.00004451485,0.000006511607,0.00001625692,0.001504573,0.000009394733,0.001275331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3289714,"threshold_uncertainty_score":0.6618176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01488104857011772,"score_gpt":0.2069584864076342,"score_spread":0.1920774378375165,"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."}}