{"id":"W6931689738","doi":"10.5285/32629396-bafc-40bd-ab6f-3dea5f3e51c1","title":"Sediment trap fluxes and stable isotopes of particulate carbon, nitrogen and biogenic silica from the Scotia Sea in 2018","year":2023,"lang":"en","type":"dataset","venue":"Edinburgh Research Explorer (University of Edinburgh)","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Environment Research Council","keywords":"Sediment trap; Particulates; Biogenic silica; Sediment; Nova scotia; Stable isotope ratio; Nitrogen; Biogeochemical cycle","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000530327,0.0006371521,0.0005020495,0.001667516,0.0003918794,0.0007132038,0.0007779221,0.0003709387,0.006372042],"category_scores_gemma":[0.001854245,0.000310477,0.0004756398,0.003463596,0.000157693,0.0002444366,0.0008238676,0.0004708394,0.003629376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001737229,"about_ca_system_score_gemma":0.001807006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3765069,"about_ca_topic_score_gemma":0.4789571,"domain_scores_codex":[0.9997104,0.00002948747,0.0000407172,0.00007350369,0.00008586095,0.00006006702],"domain_scores_gemma":[0.9986916,0.0001513247,0.0003191022,0.0001457558,0.0005533281,0.0001389243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0006184693,0.00005216974,0.1985294,0.001217884,0.0003321895,0.0002811587,0.0002780724,0.00164127,0.0006886813,0.0009054625,0.7853131,0.01014214],"study_design_scores_gemma":[0.0002229912,0.00003561929,0.7203103,0.0004822672,0.0001329938,0.000226555,0.0004217512,0.0007396445,0.0004312564,0.0004021884,0.276558,0.00003644309],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.008251242,0.0001004746,0.00004206913,0.00005023126,0.00001341067,0.000006937008,0.9908897,0.00003926419,0.0006065834],"genre_scores_gemma":[0.02092571,0.0001231949,0.0002270771,0.0000394727,0.000008651614,0.00004357174,0.9771526,0.00001808592,0.001461655],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3765069,"threshold_uncertainty_score":0.7486308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06096851078195385,"score_gpt":0.2972426630629201,"score_spread":0.2362741522809662,"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."}}