Limb developmental stages of the newt Notophthalmus viridescens
Bibliographic record
Abstract
The current study consists of a detailed description of normal larval forelimb and hindlimb development in the newt, Notophthalmus viridescens. This is the first comprehensive record of staging limb development in this urodele amphibian species, augmenting Fankhauser's work which was published in fragments 60 years ago. Larvae were obtained by natural spawning, without hormone injections and while experimental conditions such as temperature and light cycles were kept constant (20 degrees C and 12L/12D), larval sizes have been added here merely as guidelines as development is influenced by a number of extrinsic factors. Care has been taken to indicate similarities to either the Harrison or Glucksohn stages, although this relates mainly to their morphological descriptions of the limbs. Observations from limb use are also mentioned in the text where pertinent to the description of development.
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How this classification was reachedexpand
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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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 teacher head, 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".