Westward to the Far East; a guide to the Principal cities of China and Japan with a note on Korea.
Bibliographic record
Abstract
II./A daylight .jfcHp up the Hudson and past Lake Champlain, or a nigr/t in a sieepirjg car, puts the transatlantic or the New York traveler at the be^Mfr% of his journey.From Montreal to Vancgg&ijgike broad highway of the Canadian continent Pacific R|ihr^bands the continent and joins the two oceap tid^pas if only a broad quay separated them.In luxurious cars,Wvh|fce he dines and sleeps, bathes, smokes and reads as in a hotel/Se feholds the panorama of the continent.There is revealed to him e^ery physical feature of the new world, the great lakes, the great ijiveis, the plains and prairies, forests and swamps, and finally the grfeate^t mountain ranges of the continent succeed one another in the Validly moving pictures.The engine darts through, climbs over, flanks, encircles and conquers those barriers until, racing down the long canon with the mad current of the Frazer, it runs out from the level woodland at the head of Burrard's Inlet, and, panting, slows up side by side with the great white steamship that is to convey the * " The Soul of the Far East " by Percival Lowell.Boston and New York : Houghton, Mifflin & Co., 1888.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.004 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.002 | 0.003 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.301 | 0.176 |
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".