Croissance et fonte de glaciers d'âge holocène dans la région de la rivière Keel, dans l'île de Baffin, au Nunavut
Bibliographic record
Abstract
This study presents climatological and glaciological elements linked to the growth and melting of three small ice caps in the Keel River area, Baffin Island, Nunavut. An hypothesis for the formation of plateau glaciers related to Neoglacial climate cooling 4000 to 5000 years ago, is questioned by the results of isotopic analyses of ice samples (delta-18O = -25 per mille to -21 per mille; delta-D = -190 per mille to -161 per mille) and radiocarbon dating. Mosses buried on the margin of one of the domes were dated at 3720 BP and leaves from the glacier surface, at 240 BP. Furthermore, the three ice caps have lost about half their area in the last 44 years.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| 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".