Stereoscope Slide, Among the Wonderful Ice Peaks of the Illecillewaet Glacier
Bibliographic record
Abstract
Black and white photo of a man holding a pickaxe looking over his shoulder at large ice formations covered in snow. Text on front left: Keystone View Company Manufacturers Publishers Copyright 1903, by B. L. Singley. Made in U.S.A. Text on front below image: 18802 - Among the Wonderful Ice Peaks of the Illecillewaet Glacier, British Columbia, Canada. Text on front right: Meadville, Pa., St. Louis, Mo., Portland, Ore., New York, N.Y., Toronto, Can., London, Eng. Text on back: Turrets and pinnacles and towers, mountains walls of ice, and abysmal crevasses that would swallow a regiment of tourists at a gulp - how fascinating and how perilous is this wondrous glacial park in the Selkirks. The snowfalls of successive winters are indicated by the layers of ice that look like the layers of stone in the walls of a palace. "The Paradis of the entire hemisphere" - such is the region of the Canadian Alps in the opinion of the Rev. James Outram, an experienced mountaineer who has made many "first ascents." "Here", he writes, "and here alone, the multitudinous conditions of Switzerland are combined - the wondrous glacial fields, the massing of majestic ranges. the striking precipices and snow crowned peaks, the forest areas, clear lakes and peaceful valleys. Much of it may be enjoyed without passing from the sight or sound of the transcontinental railroad." Mr. W. Dwight Wilcox, F.R.G.S., in his masterful volume, "The Rockies of Canada," says to intending visitors: "Imagine, then, you intend to make a trip into the mountains. You must first engage your packer and cook, and procure saddle horses and a full outfit of blankets, tents and general camp necessaries. There are agents at Banff, who will furnish you with horses, men and everything needed for trips of whatever length or nature, and thus relieve you of all responsibility." This New World Switzerland has its Matterhorn -
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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 | 0.002 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.310 | 0.064 |
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".