Traumatic Injuries in Two Neotropical Frogs, Dendrobates auratus and Physalaemus pustulosus
Bibliographic record
Abstract
served juvenile V bengalensis which contained an average of almost 12 items per lizard, with predatorprey mass ratios of 0.006:0.5. He also stated that body fat accounted for over 28% of body mass in juvenile V bengalensis from Pakistan, where the animals do not feed for several months at the age of nine months. In contrast, juvenile V niloticus contained only negligible amounts of body fat. Their relatively low rate of food intake is unlikely to be the result of local food shortages, because all specimens appeared in good condition. Lack of fat accumulation in these animals therefore suggests that they do not undergo extended fasting. Acknowledgments.-Thanks to G. A. Punguse, N. K. Ankudey, M. Komoah, and B.Basuglo of Ghana Wildlife Department, S. Yeboah of Cape Coast University, and P. Racey of Aberdeen University for their assistance. Anonymous referees gave valuable suggestions on earlier drafts of the manuscript.
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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 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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".