The many faces of the hairpin ribozyme: Structural and functional variants of a small catalytic rna
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 hairpin ribozyme is a small catalytic RNA that has been reengineered resulting in a number of variants with extended or even new functions. Thus, manipulation of the hairpin ribozyme structure has allowed for activity control by external effectors, namely oligonucleotides, flavine mononucleotide, and adenine. Hairpin ribozyme-derived twin ribozymes that mediate RNA fragment exchange reactions as well as self-processing hairpin ribozymes were designed. Furthermore, several hairpin ribozyme variants have been engineered for knock down of specific RNA substrates by adapting the substrate-binding domain to the specific target sequence. This review will focus on hairpin ribozymes possessing structural extensions/variations and thus functionally differing from the parent hairpin ribozyme.
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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 | 0.000 | 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) | 0.000 | 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