The Empire (Toronto), 6 September 1888
Bibliographic record
Abstract
An issue of The Empire (Toronto) for 6 September 1888. Included in this issue: Mr. Gladstones Speech at Wrexham, French Advice, Proposed Ship Canal, Yellow Fever News, Buffalo Show Booming, Roasted to Death, Peterboro Notes, The Chinese Bill, The Retaliation Question, Ruin of the British Empire, Forced to Do and Suffer, It is a Painful Retrospect, But These Unpleasant Things, The Action of the Senate, The Budget From Ottawa, The Kootenay Indians, Maritime W.C.T.U., Hanging and almost Dead, In the Dominion of Sport, From Belleville, Public Wedding Shows, The Canadian Wimbledon, News from Winnipeg, Kincardine Notes, The Pitcher Case, From Brantford, Kemptville News, Two Lively Fights, Diseased Peaches, Canada Not Crippled, The Queen in Scotland, Local Board of Health, The Trade of Toronto,Trade and Finance, In and Around the City, Q.O.R. Drill, Cox Still in Jail, The New Court House, The Victoria School, Kingston Advices.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.005 | 0.001 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.188 | 0.042 |
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".