Airline survey shows satisfaction despite complaints
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
Alaska Airlines and JetBlue Airways still rank highest in the annual J.D. Power survey of passengers on the nine largest North American airlines, and the firm says overall traveler satisfaction with the industry is at a 10-year high. The top two North American airlines ranked in the annual J.D. Power survey are familiar, Alaska Airlines and JetBlue Airways.It's the 9th straight year Alaska Airlines has been ranked highest among traditional airlines.JetBlue, meanwhile, was the top-rated low-cost carrier for the 11th year in a row.Southwest Airlines finished second among low-cost carriers, then Canada's WestJet, with Frontier Airlines last.J.D. Power says satisfaction about airline costs and fees improved significantly over 2015.That's actually counter to the rising number of consumer complaints to the government about U.S. airlines, even though those complaints account for a tiny fraction of the millions of people who fly every year.
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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 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 | 0.001 |
| Insufficient payload (model declined to judge) | 0.019 | 0.012 |
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