Miles Copeland: Three Decades of Scientific Excellence and Industrial Relevance
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
We know Miles Copeland well as an academic, having attended his graduate-level courses and then having the pleasure of working alongside him at Carleton University in Ottawa, Canada, delivering courses on selected topics in IC technology to graduate students. We know him better through a series of intensive collaborations in the industrial setting of Bell-Northern Research (BNR) and Northern Telecom (NT, later just Nortel) that began in the early 1970s. Miles, from the perspective of local industry, was not just seen an international leader in the field of analog/mixed-signal/RF IC design; rather, we were mentored by him personally as a technical expert. We also watched him mentor generations of graduate students as a professor, teacher, and advisor at Carleton. He and his research teams have consistently produced innovative results of the highest quality that have been extensively published and recognized by peers, his academic institution, and industry as an extraordinary body of work.
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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| 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 it