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Abstract
Chapter 8 Platensimycin and Platencin Arun K. Ghosh, Arun K. Ghosh Purdue University, Department of Chemistry and Medicinal Chemistry, 560 Oval Drive, West Lafayette, IN, 47907-2084, USASearch for more papers by this authorKai Xi, Kai Xi Purdue University, Department of Chemistry and Medicinal Chemistry, 560 Oval Drive, West Lafayette, IN, 47907-2084, USASearch for more papers by this author Arun K. Ghosh, Arun K. Ghosh Purdue University, Department of Chemistry and Medicinal Chemistry, 560 Oval Drive, West Lafayette, IN, 47907-2084, USASearch for more papers by this authorKai Xi, Kai Xi Purdue University, Department of Chemistry and Medicinal Chemistry, 560 Oval Drive, West Lafayette, IN, 47907-2084, USASearch for more papers by this author Book Editor(s):Stephen Hanessian, Stephen Hanessian University of Montreal, Department of Chemistry, H3C 3J7 NK, CanadaSearch for more papers by this author First published: 12 February 2014 https://doi.org/10.1002/9783527676545.ch08Citations: 3Book Series:Methods and Principles in Medicinal Chemistry AboutPDFPDF ToolsRequest permissionExport citationAdd to favoritesTrack citation ShareShareShare a linkShare onEmailFacebookTwitterLinkedInRedditWechat Summary This chapter contains sections titled: Introduction and Historical Background Discovery and Bioactivities of Platensimycin and Platencin Total and Formal Syntheses of Platensimycin Total and Formal Syntheses of Platencin Analogs of Platensimycin and Platencin Conclusions and Perspective References Bentivoglio, M. and Pacini, P. 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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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 | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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".