A possible pterosaur manus track from the Late Cretaceous of Alberta
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
An isolated track from the latest Campanian–Maastrichtian Wapiti Formation (Alberta)\nis tentatively identified as a pterosaur manus print. The basic digital formula (digit\nI < digit II < digit III) is consistent with the plesiomorphic condition in pterosaurs.\nThe track measures 25.5 cm in length, making it the largest putative pterosaur manus\nprint (estimated wingspan 7.7 m) from North America. Although precise chronostratigraphic\ndata are lacking, sedimentary evidence indicates the track comes from a\nmid- to late Campanian fluvial deposits that accumulated approximately 400 km from\nthe closest shoreline within a high-latitude (65°N) setting.
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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) | 0.009 | 0.002 |
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