Bibliographic record
Abstract
On July 16, 2016 Thomas Paul Simon, Ph.D. of Bloomington, Indiana passed away unexpectedly. Dr. Simon was a well‐known aquatic ecologist and ichthyologist with degrees from three Big Ten institutions and teaching experience at three additional Big Ten schools. Tom, as he was known by his friends and colleagues, is survived by his wife of 35 years, Marybeth Simon; sons, Thomas Paul Simon, IV, Cameron Simon, and Zachary Simon, and daughter, Lia Simon, all of Bloomington; mother, Marcella Simon of Harrison Township, MI; sisters, Lisa Farnsworth of Clinton Township, MI, and Carla Price (Edward) of McComb, MI. His father preceded him in death. Simon was born in Mt. Clemens, Michigan on February 22, 1959. He attended the University of Michigan and was an honorable mention for All‐American honors (1980) in men's lacrosse at attack, their leading goal scorer (1979, 1980), Rookie of the Year (1978), and part of the Big Ten All Star Team (1981). Lacrosse would continue to play an important part of his life, as a semi‐professional player in Canada, member of the U.S. team, and coach for girl's lacrosse.
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 | 0.000 | 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 | 0.000 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.724 | 0.431 |
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; the direct Gemma label and the distilled Codex classifier agree on what is shown here.
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".