2023-April-01-A golden opportunity for a reunion
Bibliographic record
Abstract
JOHNSON CITY – Graduates of East Tennessee State University’s class of 1973, as well as all former Golden 50s Club members, are encouraged to attend the Golden 50s Reunion on May 5 and 6. ETSU President Dr. Brian Noland will host the groups during the two-day spring weekend extravaganza. On Friday, May 5, registration at the James and Nellie Brinkley Center (formerly Millennium Center) ballroom begins at 9:30 a.m. The reunion groups will tour the campus and the Johnson City area to see changes that have taken place since these graduates left the university. During a special reunion brunch, attendees will be honored, and the class of 1973 will be inducted into the Golden 50s Club. Individual and class photos will be taken at this time. Following the festivities, VIP walking tours of the D.P. Culp Student Center, Reece Museum and Sherrod Library will be available. On Saturday, May 6, all Golden 50s Club members are invited to participate in the class of 2023 spring commencement, where the group will be recognized. A special Golden 50s breakfast will be held at 8 a.m. at the Alumni Office located at the Model Mill, 602 Sevier Street, across from Founder’s Park. The reunion attendees participating in these activities will don golden caps and gowns before being escorted to the Ballad Health Athletic Center (Mini-Dome) for the 10 a.m. graduation festivities. For more information about the Golden 50s Reunion, contact the ETSU National Alumni Association at (423) 439-4218 or email alumni@etsu.edu. Online registration for the spring weekend reunion activities can be completed at www.etsualumni.org/Golden2023.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.007 | 0.001 |
| Scholarly communication | 0.005 | 0.001 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.513 | 0.300 |
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".