{"id":"W6925428039","doi":"10.17632/sgj8pyzjp2.1","title":"Evidence from Dissolved O2 Isotopes in North Atlantic Deep Water for a Recent Climatic Shift - Isotopic Measurements","year":2023,"lang":"en","type":"dataset","venue":"Data Archiving and Networked Services (DANS)","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Deep water; North Atlantic Deep Water; Subtropics; Stable isotope ratio; Sampling (signal processing); Isotope; Dissolved organic carbon; Isotopes of oxygen; Sargasso sea","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":[0.001842406,0.0009004523,0.001032459,0.001975733,0.0008021015,0.001475043,0.001999463,0.001156723,0.01757659],"category_scores_gemma":[0.004663274,0.0004216076,0.0008236981,0.005031953,0.0003048855,0.0007515391,0.001590465,0.001189003,0.0111873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001172435,"about_ca_system_score_gemma":0.001738945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04954325,"about_ca_topic_score_gemma":0.1093313,"domain_scores_codex":[0.9990564,0.0001485298,0.000163178,0.0002683686,0.0002209056,0.0001426638],"domain_scores_gemma":[0.9965154,0.001097138,0.0004960402,0.0006796716,0.0009403534,0.000271279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003178235,0.00005236235,0.02700252,0.002643232,0.0003183016,0.0001192152,0.0001188707,0.0007325849,0.000912265,0.001050579,0.9607372,0.005994946],"study_design_scores_gemma":[0.0008946917,0.00003858279,0.1697695,0.00122917,0.0003218906,0.0001931728,0.0003701614,0.001108164,0.001352645,0.001628501,0.8229952,0.00009823029],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001427674,0.0001099815,0.00004094155,0.0001210121,0.00002343884,0.000005845807,0.9975062,0.00004953715,0.0007154807],"genre_scores_gemma":[0.004401695,0.0001047201,0.0002786077,0.00009139853,0.000008067865,0.00004630121,0.9945574,0.00003158191,0.0004803108],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04954325,"threshold_uncertainty_score":0.09850979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04919876868412488,"score_gpt":0.3010636462002774,"score_spread":0.2518648775161526,"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."}}