Early afferent signaling in the outer plexiform layer regulates development of horizontal cell morphology
Bibliographic record
Abstract
Abstract The pedicles of cone photoreceptors, labeled with an antibody to mouse cone arrestin (blue), stratify in the outer plexiform layer, where they form synapses with the dendrites of horizontal and bipolar cells. Those synaptic sites are evidenced by the co‐localization of the synaptic ribbon protein, piccolo (red), with the cone arrestin labeling. The remaining red profiles in the outer plexiform layer indicate the sites of the rod spherules. An antibody to cytochrome oxidase (green) labels the mitochondrion‐rich inner segments of all photoreceptors and yields punctate peri‐nuclear labeling within the outer nuclear layer. Many of these features of the outer retina are altered in the Cacna1f‐mutant retina, expressing a defective calcium channel subunit that prevents normal neurotransmission in the outer plexiform layer. J. Comp. Neurol. 506:745–758, 2007. © 2007 Wiley‐Liss, Inc.
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How this classification was reachedexpand
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 | 0.001 | 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) | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".