The California Current System as a transmitter of millennial scale climate change on the northeastern Pacific margin from 10 to 50 ka
Bibliographic record
Abstract
A high-resolution record of δ18O and Mg/Ca-based temperatures spanning 10–50 ka has been reconstructed from the Vancouver margin of the northeastern Pacific Ocean (MD02-2496) from two planktonic foraminiferal species, Neogloboquadrina pachyderma (s.) and Globigerina bulloides. While δ18Ocalcite appears synchronous with Dansgaard-Oeschger Interstadials throughout the record, millennial scale variability in sea surface temperatures and reconstructed δ18Oseawater are frequently out of phase with Greenland climate. Changes in water mass characteristics such as δ18Ocalcite and enriched δ15N events apparently responded to millennial-scale climate change during Marine Isotope Stage 3 (MIS 3), such that negative δ18Ocalcite excursions coincided with heavier δ15N. These water mass characteristic shifts are suggestive of the presence of surface water advected from the Eastern Tropical North Pacific by relative strengthening of the California Undercurrent (CUC) bringing warm, salty tropical waters poleward. The linkage between the strength of the CUC on the NE Pacific margin and millennial-scale climate change may be related to increased sea surface heights off Central America as the Intertropical Convergence Zone shifted northward in response to changes in North Atlantic Ocean circulation. Poor correlations between proxies exist through late MIS 3 into MIS 2. Ice sheet growth could have disrupted the linkage between CUC and the NE Pacific margin as the Laurentide Ice sheet disrupted atmospheric circulation and the Cordilleran Ice Sheet increasingly influenced regional paleoceanography.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".