Bibliographic record
Abstract
Bob Rush was born November 10, 1920 in Houlton, Maine. His parents were Mathilda McGloughlin Rush and James Murray Rush. He lived in Canada for eight years and then moved to East Hodgdon, Maine. He went to school in Hodgdon until 1937 when he transferred to Houlton High School and graduated in 1939. After graduating, he worked on his family’s farm and earned money at a garage. After being inspired by Franklin Roosevelt in the 1930s, Rush began to get politically involved in his community and was an early supporter of Ed Muskie in the 1950s. In 1974, he was elected to the Maine legislature and worked for Muskie in Washington, D.C. Jean Larson was born September 9, 1925 in Houlton, Maine. Her parents were Frank and Jenny McGloughlin and her father worked in potatoes. As she grew up, she became involved in local politics as one of the few Democrats in Houlton. She was also an early Muskie supporter, and over the years served on the Democratic State Committee.
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 | 0.002 | 0.010 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.011 | 0.003 |
| Scholarly communication | 0.005 | 0.003 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.038 | 0.005 |
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".