Alfred University reunion bikers announce plans for 2018 trek, March 29, 2018
Bibliographic record
Abstract
Alfred University �reunion bikers� announce plans for 2018 trek 3/29/18 ALFRED, NY The Alfred University "reunion bikers," a group of alumni who spend the week preceding Reunion Weekend bicycling to Alfred, have announced the itinerary for their upcoming ride.This year marks the 11th time since the inaugural bike ride in 2003 that the group will be pedaling to Alfred to join fellow alumni at Reunion.The group also rode in 2008 the year of its 50th alumni reunion before embarking on eight consecutive trips from 2010-17.This year, the reunion bikers will begin their journey back to Alfred from Alexandria Bay, NY, located in the beautiful 1000 Islands on the St. Lawrence River bordering New York state and Canada.Riders will meet in Alexandria Bay Saturday, June 2, and spend two nights in the area biking local roadways, bike paths, and possibly along the Seaway Trail on the southern shore of Lake Ontario, before departing for Pittsford, NY, on Tuesday, June 4.
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 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.005 | 0.001 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.578 | 0.435 |
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".