Tissue sensitivity to thyroid hormone in athyroid <i>Xenopus laevis</i> larvae
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
Tadpoles that spontaneously arrest development and remain as larvae occur occasionally in Xenopus laevis populations. These non-metamorphosing tadpoles continue to grow, and they develop into grossly deformed giant individuals which come as close as any anurans to being truly neotenic. Giant X. laevis tadpoles that fail to metamorphose lack thyroid glands. In this study, the hypothesis that the tissues of these tadpoles nevertheless remain thyroid hormone sensitive was tested, by exposing isolated tadpole tail tips to exogenous thyroid hormone in tissue culture. The tail tips from giant tadpoles significantly shrank in response to the thyroid hormone treatment, showing that their tissue was still capable of metamorphosis. However, the amount of shrinkage was less than that observed in tail tissue from normal tadpoles. It was hypothesized that complete induction of metamorphosis may not be possible in the giant tadpoles due to a disproportionate growth and development of tissues and organs.
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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 | 0.001 |
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