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 normal function of prion protein (PrP) is usually disregarded at the expense of the more fascinating role of PrP in transmissible prion diseases. However, the normal PrP may play an important role in cellular function in the central nervous system, since PrP is highly expressed in neurons and motifs in the sequence of PrP are conserved in evolution. The finding that prion null mice do not have a significant overt phenotype suggests that the normal function of PrP is of minor importance. However, the absence of PrP in cells or in vivo contributes to an increased susceptibility to oxidative stress or apoptosis-inducing insults. An alternative explanation is that the PrP normal function is so important that it is redundant. Probing into the characteristics of PrP has revealed a number of features that could mediate important cellular functions. The neuroprotective actions so far identified with PrP are initiated through cell surface signaling, antioxidant activity, or anti-Bax function. Here, we review the characteristics of the PrP and the evidence that PrP protects against neurodegeneration and neuronal cell death.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 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