Zebrin-Immunopositive and -Immunonegative Stripe Pairs Represent Functional Units in the Pigeon Vestibulocerebellum
Bibliographic record
Abstract
The cerebellum is a site of complex sensorimotor integration and contains up to 80% of the neurons in the brain, yet comparatively little is known about the organization of sensorimotor systems within the cerebellum. It is known that afferent projections and Purkinje cell (PC) response properties are organized into sagittal "zones" in the cerebellum. Moreover, the isoenzyme aldolase C [also known as zebrin II (ZII)] is heterogeneously expressed in cerebellar PCs such that there are sagittal stripes of PCs with high expression (ZII+) interdigitated with stripes of little or no expression (ZII-). In the present study, we show how the ZII stripes in folium IXcd of the vestibulocerebellum in pigeons are related to response properties of PCs. IXcd consists of seven pairs of ZII+/- stripes denoted P1+/- (medial) to P7+/- (lateral). Electrophysiological studies have shown that vestibulocerebellar PCs respond to particular patterns of optic flow resulting from self-motion in three-dimensional space. In our study, we recorded optic flow preferences from PCs in IXcd, marked recording locations with injections of fluorescent tracer, and subsequently immunoreacted coronal sections for ZII. We found that the PCs within a ZII+/- stripe pair all responded best to the same pattern of optic flow. That is, a ZII+/- stripe pair forms a functional unit in the cerebellum. This is the first demonstration that the function of PCs is associated with ZII stripes across the mediolateral extent of an entire folium.
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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 | 0.000 |
| 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".