Chromatic organization of retinal photoreceptors during eye migration of Atlantic halibut ( <i>Hippoglossus hippoglossus</i> )
Bibliographic record
Abstract
The retinas of fishes often have single and double cone photoreceptors that are organized in lattice-like mosaics. In flatfishes experiencing eye migration (i.e., the metamorphic process whereby one eye migrates to the other side of the head), the hexagonal lattice of single cones present in the larva undergoes major restructuring resulting in a dominant square mosaic postmetamorphosis consisting of four double cones surrounding each single cone. The expression of different opsin types during eye migration has not been examined despite its importance in understanding photoreceptor plasticity and whether cell fate (in terms of spectral phenotype) could influence square mosaic formation. Here, we probed the retina of Atlantic halibut undergoing eye migration for opsin expression using two antibodies, AHblue and AB5407, that labeled short wavelength sensitive 2 (SWS2) opsin and longer wavelength (predominantly middle wavelength sensitive, RH2) opsins, respectively. Throughout the retina, double and triple cones labeled with AB5407 exclusively, whereas the vast majority of single cones labeled with AHblue. A minority (<5%) of single cones in the square mosaic of the centroventral retina labeled with AB5407. In regions of mosaic transition and near peripheral growth zones, some single cones co-expressed at least two opsins as they labeled with both antibodies. Short wavelength (SWS2 expressing, or S) cones formed a nonrandom mosaic gradient from central to dorsal retina in a region dominated by the larval single cone mosaic. Our results demonstrate the expression of at least two opsins throughout the postmetamorphic retina and suggest opsin switching as a mechanism to create new cone spectral phenotypes. In addition, the S cone gradient at the onset of eye migration may underlie a plastic, cell induction mechanism by which a cone's phenotype determines that of its neighbors and the formation of the square mosaic.
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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".