Interspecific variation in metamorphic competence in marine invertebrates: the significance for comparative investigations into the timing of metamorphosis
Why this work is in the frame
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Bibliographic record
Abstract
Metamorphosis in marine invertebrate larvae is a dynamic, environmentally dependent process that integrates ontogeny with habitat selection. The capacity of many marine invertebrate larvae to survive and maintain metamorphic competence in the absence of environmental cues has been hypothesized to be an adaptive convergence (Hadfield and others 2001). A survey of the literature reveals that a single generalized hypothesis about metamorphic competence as an adaptive convergence is not sufficient to account for interspecific variation in this character. In an attempt to capture this variation, we discuss the "desperate larva hypothesis" and propose two additional hypotheses called the "variable retention hypothesis" and the "death before dishonor hypothesis." To validate these additional hypotheses we collected data on taxa from the published literature and performed a contingency analysis to detect correlations between spontaneous metamorphosis, habitat specificity and/or larval life-history mode, three characters relevant to environmentally induced settlement and metamorphosis. In order to account for phylogenetic bias in these correlations, we also constructed a phylogeny of these taxa and again performed a character-correlation analysis. Both these tests suggest that juvenile habitat specificity is correlated to the capacity of individuals to retain the competent larval state in the absence of substrate cues and therefore validate the existence of more than one hypothesis about metamorphic competence. We provide new data from the sea urchin Lytechinus pictus that suggest that nitric oxide (NO) and thyroxine hormone signaling interact to determine the probability of settlement in response to a settlement cue. Similarly, we provide evidence that thyroxine signaling in the sand dollar Dendraster excentricus increases spontaneous metamorphosis in the absence of cues from adult conspecifics in a manner that is independent of larval age.
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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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 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) | 0.000 | 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