RJS PROVIDE LIFT TO RECOVERY : US AIRWAYS EXPRESS WILL PLAY A MAJOR ROLE IN ITS PARENT'S REVIVAL
Bibliographic record
Abstract
At the heart of US Airways plan to recover from bankruptcy is its daughter company, US Airways Express. With a network of 11 Regional Airlines that includes wholly owned subsidiaries PSA, Allegheny and Piedmont, Express operates more than 200 daily flights to 152 airports in the US, Canada and the Bahamas. Experts say this emphasis on regional flights is in step with the airline formula of the future: if foreign ownership restrictions are removed, major carriers will focus their attentions on international markets. Domestic markets, then, will consist primarily of low-fare regional carriers like US Airways Express. At the cockpits of these regional jets will be a large number of furloughed mainline pilots participating in Jets for Jobs, a program intended to soften the blow to the furloughed pilots by pairing them with these regional services. Although there have been complaints about the pilots' step down in pay and prestige, US Airways defends the program, saying that without it, a large number of pilots would lose their jobs altogether. US Airways Express provides a way for its parent company to regain footing, and Jobs for Jets offers jobs to pilots who would otherwise be displaced.
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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 | 0.001 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.121 | 0.051 |
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".