Effect of potato suberin on <i>Streptomyces scabies</i> proteome
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
Two-dimensional (2D) PAGE was used to detect proteins induced in Streptomyces scabies by potato suberin, a lipidic plant polymer. Nineteen up-regulated proteins were excised from 2D gels and analysed by N-terminal sequencing or tandem mass spectrometry (MS/MS). Four of the up-regulated proteins could be linked to the bacterial response to stress (AldH, GroES, TerD and LexA). Specific metabolic pathways seemed to be activated in the presence of suberin, as shown by the increased expression of specific transporters and of enzymes related not only to glycolysis, but also to nucleotide and amino acid metabolism. Suberin also appeared to influence secondary metabolism as it also caused the overproduction of the BldK proteins that are known to be involved in differentiation and secondary metabolism.
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 | 0.000 | 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