Behavioral Plasticity in the<i>C. elegans</i>Mechanosensory Circuit
Why this work is in the frame
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Bibliographic record
Abstract
This review outlines research into the cellular and molecular mechanisms underlying a simple behavior in the soil-dwelling nematode, C. elegans. A tap administered to the side of a petri plate acts as a nonlocalized mechanical stimulus to the worms within. Most adult worms respond to this tap stimulus with backward locomotion, an action known as the tap-withdrawal response. This behavior has been thoroughly characterized and the neural circuit mediating it has been determined. The response habituates following repeated stimulation, and current work is aimed at elucidating the mechanism behind this simple form of nonassociative learning. Changes in cell excitability and the strength of glutamatergic synapses play key roles in mediating this plasticity.
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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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| 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