The Evening Journal (St. Catharines), 14 June 1881
Bibliographic record
Abstract
An issue of The St. Catharines Evening Journal from 14 June 1881. Included in this issue: Under the Midnight Lanp., We Believe, Farmers and Mechanics, A Wonderful Discovery, Indigestion, Zopesa, Department of the Interior, Timber for Setters, Sales of Lands to Individuals or Corporations for Colonization, Pasturage Lands, Chancery Sale, The Exodus from Europe, Scriptural Revision - A Sensible View, Killed by Lightning: Terrible Havoc Amongst a Party of Berry Pickers, Terrible Storms (Topeka, Kansas), Poisoned, Plot to Kill Forster, Murder and Robbery, The Nihilists, Disturbances at Pekin, the Green Treasury Frauds, Loss of Life By an Earthquake, Midhat Pasha on the Late Sultan, Nearly a Casualty, Juvenile Crooks, A Veteran Volunteer, For Camp, The Camp At Niagara, A Fine Work, Evening Excursion to the Camp, Admitted - Rev. Dr. Wilde, Terribly Crushed, Everybody's Column, For Montreal, List of Vessels Passing Lock No. 3 Welland Canal, Weather Predictions, The Victoria Investigation, To Prevent Diptheria, The Grimsby Camp, Military Matters, Knights of Pythias, Strawberry Festival, Advertisements, News Items.
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 | 0.004 | 0.001 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.423 | 0.199 |
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".