First caterpillar observations of the mormon metalmark butterfly in Grasslands National Park, Saskatchewan
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
The Mormon Metalmark butterfly is the only species of the primarily tropical lepidopteran family Riodinidae found in Canada. The species is commonly found in arid regions of western North America. Its range is relatively contiguous through California, Nevada, Utah, and Colorado. Farther north, the populations become more disjunct.1 There are only two known Canadian populations, one in the southern Similkameen River Valley of British Columbia, and one in the prairie badlands of southern Saskatchewan, primarily in Grasslands National Park.23 These populations are listed respectively as Endangered and Threatened under the Federal Species At Risk Act.1 During field work from May to August 2009, we documented the first Canadian observations of Mormon Metalmark caterpillars.
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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) | 0.000 | 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