Bibliographic record
Abstract
The first Rotary Club was founded by Chicago attorney Paul Harris in 1905. It was one of the world’s first service organizations, consisting of a group of professionals with diverse backgrounds. The members would take turns hosting meetings in their offices, which is how the name Rotary was established. The organization quickly became international, with clubs on six continents 16 years after the founding of the first club. One of the most prolific and successful programs of Rotary International has been the fight to eradicate polio. \n \n\tThe Rotary Club of Lincoln (Ontario) was established in 1997. The Club was launched with a Charter\t Night event on February 1, 1997, with 22 founding members. The Club has sponsored many community events and fundraisers over the years, including the Lamplighter Tour (live theatre performances focusing on local history); Stand by Me (a program that provides a venue for youth to learn and experience the organizations and activities available within the Town of Lincoln); and the Sunset Music Series in Charles Daley Park.
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 distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.002 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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 teacher head, 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".