David Allan Bromley: The Early Champion of Information Super Highway and Open Access to Science
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
Having grown up as a small boy on a farm in Northern Canada without plumbing or electricity, David Allan Bromley went on to become the first sterling Professor of the sciences at Yale University, Chair of its Physics Department, and Dean of Engineering; at various times President of the American Association for the Advancement of Science, the Union of Pure and Applied Physics, and the American Physical Society; the first cabinet-level assistant to the President of the United States for Science and Technology with direct access to the President; and the Senate-confirmed Director of the White House Office of Science and Technology Policy. He was an early champion of high speed network which he called 'data superhighway' now known as the Internet and Information superhighway, as well as the concept of Open Access to Science. He was a leading figure in nuclear physics. In the area of public policy he will be remembered as one of the most effective Science Advisers to the President of the United States.
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 | 0.011 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.015 | 0.018 |
| Open science | 0.014 | 0.006 |
| 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