Official Proceedings of the One Thousand Three Hundred and Ninetieth Meeting of the Board of Trustees, Columbus, Ohio, February 7, 2003
Bibliographic record
Abstract
This item is the meeting minutes of the Board of Trustees of The Ohio State University held on February 7, 2003 at The Ohio State University Davis Heart and Lung Institute, Columbus, Ohio. President Karen A. Holbrook gave the President's Report, commenting on diversity in the Columbia tragedy and Black History Month. Provost Edward J. Ray and Mr. William J. Shkurti gave a presentation on Budget/Long-term Resource Strategies. The Student Recognition Award was presented to Safuratu Yetunde Aranmolate. The consent agenda included the following resolutions: Establishment of a Ph.D. Degree Program in Comparative Studies, Exception to Rule 3335-48-03, Amendments to the Rules of the University Faculty, Honorary Degrees, Personnel Actions, Resolutions in Memoriam, Report of Research Contracts and Grants, Report on University Development, Waivers of Competitive Bidding Requirements, Second Quarter Budget Report Fiscal Year 2002-03, Budget Versus Actual Report Fiscal Year 2001-02, Employment of Architects Engineering/Employment of Construction Managers/Request for Construction Bids/Report of Award of Contracts, Award of Medical Programs Claims Administration Services Contract and Leased Provider Network, and Authorization Issuance and Sale of General Receipts Bonds Series 2003 A of The Ohio State University. The appendices included processes, budgets, building plans, and maps that were not already present in the minutes.
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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 | 0.005 | 0.010 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.006 | 0.001 |
| Scholarly communication | 0.006 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.003 | 0.004 |
| Insufficient payload (model declined to judge) | 0.191 | 0.072 |
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".