Recent Decline Of The Labrador Sea Water
Bibliographic record
Abstract
No abstracts are to be cited without prior reference to the author.Convection in the Labrador Sea forms the Intermediate water mass known as the Labrador Sea water (LSW). The LSW can be identified as a homogeneous layer of low stability and salinity throughout the Labrador Sea (Figure 2) and the North Atlantic Sub Polar Gyre. The salinity maximum beneath the LSW identifies the Northeast Atlantic Deep Water (NEADW). NEADW originates in the eastern basin of the North Atlantic as the deepening, dense outflow from the Faroe Bank Channel and flows into the western basin through gaps in the Mid-Atlantic ridge. The deepest layer of the basin is occupied by the Denmark Strait Overflow Water (DSOW) with low temperature and salinity. DSOW originates in the deep dense overflow from the Denmark Strait sill and is the densest water in the northern North Atlantic.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.529 | 0.080 |
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; both teacher heads agree on what is shown here.
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".