Rattle calls as individual identifiers in the North American red squirrel (Tamiasciurus hudsonicus): rural vs urban habitat.
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
Our research will focus on the underlying function of the red squirrel rattle call as a form of individual identification for nearby territorial listeners, in both rural and urban populations. We will establish the function of the call by examining whether the call is produced more often within an individuals territory boundary (territorial function) or if the call reflects self identification for listeners and thus is produced anywhere the squirrel may be (within or outside of the territory). Individual squirrels, in Whitemud Creek (urban) and Sheep River Provincial Park (rural) will be trapped and released in various locations within and outside of their territory in order to establish if and where rattle calls are reliably produced. Department: Psychology Faculty Mentor: Dr. Shannon Digweed
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it