Cell‐Wall Beta‐Glucans of<i>Saccharomyces cerevisiae</i>
Bibliographic record
Abstract
Abstract Introduction Historical Outline Methodological Advances in Cell‐Wall Research Elucidating the Molecular Structure of Yeast Glucans Alkali‐Insolubility of Glucan is Mediated by Cross‐Linking to Chitin Structural Studies on Yeast Glucan Enzymology of Glucan Synthesis Gene Products Involved in β‐1,3‐Glucan Biosynthesis Fks1p and Fks2p Rho1p Gns1p Knr4p Hkr1p Gene Products Involved in β‐1,6‐Glucan Biosynthesis Endoplasmic Reticulum Golgi Cytoplasm and Cell Surface Glucan Remodeling and Cross‐Linking Glucanases Glucanosyltransferases Applications of Yeast β‐Glucans Glucan Synthase Inhibitors Outlook and Perspectives Acknowledgments
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.
How this classification was reachedexpand
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) | 0.008 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".