Remodeling of the proximal segment of crayfish motor nerves following transection
Bibliographic record
Abstract
Transected crustacean motor axons consist of a soma-endowed proximal segment that regenerates and a soma-less distal segment that survives for up to a year. We report on the anatomical remodeling of the proximal segment of phasic motor nerves innervating the deep flexor muscles in the abdomen of adult crayfish following transection. The intact nerve with 10 phasic axons and its two branches with subsets of 6 and 7 of these 10 axons undergo several remodeling changes. First, the transected nerve displays many more and smaller axon profiles than the 6 and 7 axons of the intact nerve, approximately 100 and 300 profiles in the two branches of a preparation transected 8 weeks previously. Serial images of the transected nerve denote that the proliferation of profiles is due to several orders of axon sprouting primary, secondary, and tertiary branches. The greater proliferation of axon sprouts, their smaller size, and the absence of intervening glia in the one nerve branch compared with the other branch denote that sprouting is more advanced in this branch. Second, the axon sprouts are regionally differentiated; thus, although in most regions the sprouts are basically axon-like, with a cytoskeleton of microtubules and peripheral mitochondria, in some regions they appear nerve terminal-like and are characterized by numerous clear synaptic vesicles, a few dense-core vesicles, and dispersed mitochondria. Both regions possess active zone dense bars with clustered synaptic vesicles found opposite other sprouts, glia, hemocytes, and connective tissue, but because the opposing membranes are not differentiated into a synaptic contact, the active zones are extrasynaptic. Third, some of the transected axons display a glial cell nucleus denoting assimilation of an adaxonal glial cell by the transected axons. Fourth, within the nerve trunk are a few myocytes and muscle fibers. These most likely originate from adjoining and intimately connected hemocytes, because such transformation occurs during muscle repair. In a crustacean nerve, however, where muscle is clearly misplaced, its presence implies an instructive role for motor nerves in muscle formation.
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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 | 0.000 |
| 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 | 0.001 |
| 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".