Cover Feature: Hydrosilylative Reduction of Tertiary Amides to Amines Catalyzed by <i>N</i>‐(Phosphinoaryl)anilido Complexes of Iron and Cobalt (ChemCatChem 16/2019)
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
The Cover Feature depicts a three-coordinate (P,N)Fe-hexamethyldisilazide complex that functions as an effective pre-catalyst for the hydrosilylative reduction of tertiary amides to amines using phenylsilane as the reductant. In their Full Paper, Laura Turculet and co-workers detail the synthesis of this complex and related Fe and Co alkyl derivatives, and explore the scope of amide hydrosilylation catalysis mediated by such 3d-metal species. Rare examples of room temperature reactivity in the absence of photochemical activation involving the Fe-hexamethyldisilazide pre-catalyst (5 mol% Fe, 24 h) are reported. More information can be found in the Full Paper by Dylan J. Hale et al. on page 3818 in Issue 16, 2019 (DOI: 10.1002/cctc.201900550).
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) | 0.001 | 0.001 |
| 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 | 0.000 | 0.000 |
| 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 it