A Sea Breeze Labor day week-end cruise. Sailing Sept. 1st at 9 p.m. D.S.T. to Nova Scotia in the Georgic. 4 days. Cunard White Star.
Bibliographic record
Abstract
A Cool Holiday VacationHERE'S a way to pack the equivalent of practically a whole summer vacation into the short time between Friday evening and Tuesday morning.The cruise of the popular motor-liner Georgic tc Nova Scotia is just the thing to transform your week-end from one that would probably be hot, stuffy, noisy and nerve-wracking into an interlude of gayety, with sunlit hours and cooling sea-breezes to keep your temperature down.At sea, you will enjoy the experience of living aboard a big transatlantic liner with all that it has to offer in the way of luxury and all its provisions for having a good time.You will find it pleasant merely to loll for hours on end in your deck chair . . .acquiring a good tan, if that is your wish . . .watching the ever- changing panorama of the ocean slip by.You will appreciate the cup of hot bouillon which the deck steward brings around to you at eleven in the morning, the cup of tea and the delicious little cakes that he serves at four in the afternoon.The Georgic herself is modern to the core.Her public rooms are spacious and beautifully designed.Her staterooms convenient,
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.005 | 0.000 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.613 | 0.342 |
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; the direct Gemma label and the distilled Codex classifier agree on what is shown here.
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".