41st Annual Saskatchewan Christmas Mammal Count - 2013
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Only 79 Christmas Mammal Counts were conducted this winter -the fewest since 1995.A paltry 2147 mammals were seen or heard this CMC, about two-thirds of last year's 3382 and the fewest since 1993.Much of this was due to the decline in the number of White-tailed Deer, which dropped by half from last year's 1421 to 733.Mule Deer fared much better dipping only slightly from 669 to 601.As with the birds, the average number of species per count fell from 4.4 in 2012 to 4.0 this year.No new species were added; the all-time total remains at 49. Like the Eurasian Collared-Dove, the Eastern Fox Squirrel continues to expand its range.After appearing on the Qu'Appelle Dam count 2 years ago, it showed up 30 km to the northwest on Gardiner Dam count on December 16.This suggests it will show up in Outlook in another two years.Franklin's Ground Squirrel at Saskatoon was only the second on the count; the previous record of this species that normally hibernates, was one seen at Asquith December 23 1975.
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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 | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 0.005 |
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 it