Annual Report of the Ohio Academy of Science 1944
Bibliographic record
Abstract
As a part of the centennial program of Capital University, the Academy was invited to meet on the campus of Capital and to enjoy the facilities of the new Science Hall.The meetings were held on April 27, 28, and 29.The local committee, under the chairmanship of Dr. R. M. Geist, had made splendid provision for all needs.The registration for the meeting hit an all-time high and the quality of the meetings seems to be improving each year.Each section of the Academy had a good program and one of the outstanding features of the meeting was the second Annual Science Day of the Junior Academy.This project has developed very rapidly and is proving to be an extremely valuable part of the program of The Senior Academy.The annual banquet and business meeting was held in the Refectory at Capital University on Friday evening at 6:45.Dr. R. M. Geist served as toastmaster, greetings for the host institution were extended by President Harold L. Yochum and the response was given by Dr. E. L. Rice.The presidential address was given by Dr. Paul B. Sears on the title, "Conservation in Theory and Practice."The annual report of the past year's activities presented by the secretary included a most gratifying membership report.Last year we had passed the 1000 mark in our total membership.This year we were seven members short of the 1200 mark.Two hundred sixty-one new members were added in the past year-an all-time record for a single year.Unfortunately we loose some members each year.The following persons were announced as newly elected Fellows of the Academy:
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.
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 | 0.004 | 0.005 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.233 | 0.139 |
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".