The inauguration of Malcolm Gillis : William Marsh Rice University, October 29-31, 1993
Bibliographic record
Abstract
Inclement weather complicated all inaugural weekend activities.On Friday, October 29, 1993, sporadically heavy rain made it difficult to determine whether the official summons could be delivered to O'Connor House, the president's oncampus residence, or whether Dr. Gillis and his family should be transported by bus to the Sallyport for service of the summons under the protecting arch.At the last minute Charles W. Duncan, Jr., chair of the board of governors, decided to walk to the president's house.Robed in academic regalia and preceded by Chief Marshal Dr. Robert L. Patten (professor of English and master of The Graduate House) wearing a marshal's gown and carrying the ceremonial university mace, Mr. Duncan left the Founder's Room on the second floor of Lovett Hall at 1 1 a.m.Passing through the Sallyport, the summons party, surrounded by press and fol- lowed by governors, staff, faculty, and students, walked east across Founder's Court and then turned north along the road to O'Connor House.Dr. Patten knocked
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.082 | 0.048 |
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 source (direct Gemma or distilled Codex), 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".