Bibliographic record
Abstract
[34301-54-7] C10H16S (MW 168.30) InChI = 1S/C10H16S/c11-10-4-7-1-8(5-10)3-9(2-7)6-10/h7-9,11H,1-6H2 InChIKey = ADJJLNODXLXTIH-UHFFFAOYSA-N (reagent used in the preparation of 1-adamantyl thioglycosides for glycosylation reactions, precursor to adamantanyl radicals, polarity reversal catalyst for radical reductions by triethylsilane)1 Physical Data: mp 102–104 °C.2 Form Supplied in: white to tan powder, crystals, or chunks; widely available. Analysis of Reagent Purity: ∼95% (GC). Handling, Storage, and Precautions: 2-year shelf life; store in a sealed vessel with exclusion of air and moisture at room temperature. Must be handled under inert gas as it is air sensitive and hygroscopic. Provide appropriate ventilation at places where dust is accumulated. Avoid contact with skin and eyes. Incompatible with oxygen and heavy metals: forms carbon and sulfur oxides.
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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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".