Retinal pigment epithelial fine structure in the bobtail \n\t\t\t\t goanna (Tiliqua rugosa)
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The retinal pigment'epithelium (RPE), the \n\t\t\t\t choriocapillaris and Bruch's membrane (complexus \n\t\t\t\t basalis) have been studied by light and electron \n\t\t\t\t microscopy in the bobtail goanna (Tiliqua rugosa) an \n\t\t\t\t Australian diurna1 lizard. The RPE consists of a single \n\t\t\t\t layer of cuboidal cells which display very deep and \n\t\t\t\t tortuous basal (choroidal) infoldings as well as numerous \n\t\t\t\t apical (vitreal) processes which interdigitate with the \n\t\t\t\t photoreceptor cells. The lateral cell borders are \n\t\t\t\t relatively smooth and joined by basally located tight \n\t\t\t\t junctions. Internally smooth endoplasmic reticulum is \n\t\t\t\t abundant while rough endoplasmic reticulum is not. The \n\t\t\t\t RPE cell nucleus is large and vesicular and basally \n\t\t\t\t located in the light-adapted state. Polysomes, \n\t\t\t\t mitochondria and myeloid bodies are present and widely \n\t\t\t\t distributed. Melanosomes are plentiful in the apical \n\t\t\t\t region of the epithelial cells in light-adaptation. Bruch's \n\t\t\t\t membrane is pentalaminate with the basal lamina of \n\t\t\t\t the choriocapillaris being exceptionally thick. The \n\t\t\t\t choriocapillaris is a single layer of large-caliber \n\t\t\t\t capillaries with thin but only moderately fenestrated \n\t\t\t\t endothelium. Numerous dense granules are always \n\t\t\t\t present within these endothelial cells.
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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 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 it