Bibliographic record
Abstract
Keith Usherwood Ingold, 94, of Ottawa, Ontario, died Sept. 8, 2023. “Keith’s world-leading chemistry earned recognition with four American Chemical Society awards, three UK Royal Society awards, an appointment as an officer of the Order of Canada, and many other accolades. As a mentor, he supported many scientists around the world in the development of their chemistry research and in the art of waterskiing. A great deal of science was conducted on the banks of the Rideau River during Ottawa summers between ski runs, thanks to Keith’s endless generosity, hospitality, and adventurous spirit. He will be deeply missed.”—Gino DiLabio, mentee, colleague, and friend Most recent title: Principal research officer, National Research Council of Canada Education: BSc, chemistry, University College London, 1949; PhD, chemistry, University of Oxford, 1951 Survivors: Children, John Ingold and Diana Ingold; four grandchildren To recognize your late loved one or colleague, submit obituary information at cenm.ag/obits .
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) | 0.002 | 0.001 |
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; both teacher heads agree on what is shown here.
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".