MAYBROOK, NEW YORK : ONE YARD, SIX RAILROADS, CARS BY THE THOUSANDS : THE NORTHEAST'S MELTING POT
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
This article profiles Maybrook, New York, which in its heyday served as the only all-rail gateway between southern New England and the West. A historical overview of Maybrook relates how the town's role as a major interchange railyard began in the late 1890s. By the mid- 1950s, activity was shrinking, but Maybrook still served as a gateway for six Class I railroads: 1) New York, New Haven, & Hartford; 2) Erie; 3) Lehigh & Hudson River; 4) Lehigh & New England; 5) New York, Ontario & Western; and, 6) New York Central. The article describes the rail activity in Maybrook precipitated by these six railroads as well as others. With mergers and the decline of industrial output in New England, the decline of Maybrook was inevitable. By 1971, a single daily freight ran through the town. Today Maybrook still serves as a New England gateway, but this time, it is for a trucking company, Yellow Transportation.
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.
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 | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 it