Identification of a Nucleus isthmi in the Weakly Electric Fish Apteronotus leptorhynchus (Gymnotiformes)
Bibliographic record
Abstract
The nucleus isthmi of teleost fish, amphibians, reptiles and birds, and its probable homologue, the nucleus parabigeminalis of mammals, share in common certain features such as location in the dorsal tegmentum and reciprocal connectivity with the optic tectum. In gymnotid fish the nucleus isthmi is located dorsolaterally in the brainstem tegmentum, ventral to the torus semicircularis and the lateral mesencephalic reticular area and dorsal to the rostral nucleus praeeminentialis. The nucleus isthmi has an ovoid shape, with a compact cellular part on its dorsal, medial and ventral aspects surrounding a hilar region with a sparse population of larger cells. Following wheat germ agglutinin-conjugated horseradish peroxidase injections into the optic tectum, anterogradely labeled fine terminals were observed leaving the tectobulbar tract and entering the ipsilateral nucleus isthmi via its laterally facing hilar region. Retrogradely labeled cells were present in the nucleus isthmi on both sides, indicating the presence of a bilateral isthmotectal projection similar to that reported in amphibians. The putative isthmal nucleus stains densely for acetylcholinesterase. Based on the similarity of its location, shape, cholinesterase histochemistry and reciprocal connectivity with the optic tectum, we identified this structure as the nucleus isthmi of gymnotids. An interesting observation of this study was that the nucleus isthmi, in addition to receiving fine terminals from the optic tectum, is also the recipient of a sparser population of thicker-caliber afferent fibers which terminate not only in the large-celled hilar region but also within the smaller-celled component of the nucleus; this projection appears to emanate from the torus semicircularis dorsalis.
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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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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".