Bibliographic record
Abstract
Abstract Daptomycin is a calcium-dependent cyclic lipodepsipeptide antibiotic that is used in the clinic for treating serious infections caused by Gram-positive bacteria. In this account, I present a summary of the research that has been conducted in my group on daptomycin’s total chemical synthesis, its structure–activity relationships, and its mechanism of action, since we began our studies a decade ago. 1 Introduction 2 Solid-Phase Synthesis of Daptomycin by an On-Resin Cyclization 3 α-Azido Acids and Alternative Routes to Daptomycin by On-Resin Cyclization 4 Synthesis of Daptomycin by an Off-Resin Cyclization 5 SAR Studies on Daptomycin 6 Oligomerization of Daptomycin on Membranes 7 The Chiral Target of Daptomycin 8 SAR Studies on Phosphatidylglycerol 9 Conclusions
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) | 0.000 | 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 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".