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Record W4256385332 · doi:10.5194/cp-2021-107-rc3

Comment on cp-2021-107

2021· peer-review· en· W4256385332 on OpenAlexaff
Jacob Jones, Karen E. Kohfeld, Helen Bostock, Xavier Crosta, Melanie Liston, Gavin Dunbar, Zanna Chase, Amy Leventer, Harris J Anderson, Geraldine Jacobsen

Bibliographic record

Venuenot available
Typepeer-review
Languageen
FieldEarth and Planetary Sciences
TopicGeology and Paleoclimatology Research
Canadian institutionsSimon Fraser University
Fundersnot available
KeywordsInterglacialGlacial periodOceanographySea iceGeologyIce coreIce sheetMarine isotope stageLast Glacial MaximumHoloceneAntarctic sea iceClimatologyArctic ice packPhysical geographyPaleontologyGeography

Abstract

fetched live from OpenAlex

Sea ice expansion in the Southern Ocean is believed to have contributed to glacial-interglacial atmospheric CO2 variability by inhibiting air-sea gas exchange and influencing the ocean’s meridional overturning circulation. However, limited data on past sea ice coverage over the last 140 ka (a complete glacial cycle) have hindered our ability to link sea ice expansion to oceanic processes that affect atmospheric CO2 concentration. Assessments of past sea ice coverage using diatom assemblages have primarily focused on the Last Glacial Maximum (~21 ka) to Holocene, with few quantitative reconstructions extending to the onset of glacial Termination II (~135 ka). Here we provide new estimates of winter sea ice concentrations (wSIC) and summer sea surface temperatures (sSSTs) for a full glacial-interglacial cycle from the southwestern Pacific sector of the Southern Ocean using fossil diatom assemblages from deep-sea core TAN1302-96 (59.09° S, 157.05° E, water depth 3099 m). We find that winter sea ice was consolidated over the core site during the latter part of the penultimate glaciation, Marine Isotope Stage (MIS) 6 (from at least 140 to 134 ka), when sSSTs were between ~1 and 1.5 °C. The winter sea ice edge then retreated rapidly as sSSTs increased during the transition into the Last Interglacial Period (MIS 5e), reaching ~4.5 °C by 125 ka. As the Earth entered the early glacial stages, sSSTs began to decline around 112 ka, but winter sea ice largely remained absent until ~65 ka during MIS 4, when it was sporadically present but unconsolidated (< 40 % wSIC). WSIC and sSSTs reached their maximum concentration and coolest values by 24.5 ka, just prior to the Last Glacial Maximum. Winter sea ice remained absent throughout the Holocene, while SSSTs briefly exceeded modern values, reaching ~5 °C by 11.4 ka, before decreasing to ~4 °C and stabilizing. The absence of sea ice coverage over the core site during the early glacial period suggests that sea ice may not have been a major contributor to CO2 drawdown at this time. During MIS 5d, we observe a weakening of meridional SST gradients between 42° to 59° S throughout the region, which may have contributed to early reductions in atmospheric CO2 concentrations through its impact on air-sea gas exchange. Sea ice expansion during MIS 4, however, coincides with observed reductions in Antarctic Intermediate Water production and subduction, suggesting that sea ice may have influenced intermediate ocean circulation changes.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.014
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Commentary · Consensus signal: none
Teacher disagreement score0.116
Threshold uncertainty score0.386

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.014
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.002
Bibliometrics0.0010.002
Science and technology studies0.0030.002
Scholarly communication0.0050.003
Open science0.0030.002
Research integrity0.0300.019
Insufficient payload (model declined to judge)0.1160.102

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.

Opus teacher head0.056
GPT teacher head0.314
Teacher spread0.258 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreCommentary

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".

Quick stats

Citations0
Published2021
Admission routes1
Has abstractyes

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