Properties of<i>ARO</i>a from<i>Halomonas Variabilis</i>
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 aro A gene encoding enolpyruvyl-shikimate-3-phosphate synthase (EPSPS) of Halomonas variabilis HTG7 and conferring glyphosate tolerance, was cloned from the cosmid library.The secondary structure, subcellular localization, transmembrane region, and phylogenetic analysis were predicted and analyzed according to the deduced amino acid sequence of EPSPS respectively.Two mutants, which have EPSPS enzyme activity while losing the glyphosate tolerance, were selected using errorprone PCR.By comparison with the sequence of native and mutated aro A genes, we found that the tertiary structure and backbone were the same.The torsion angles of the variant residues were discussed with respect to their accessibility and their possible involvement in the catalytic process.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.003 | 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