One-Nine-Nine News, Vol. 5 No. 3, May 1969
Bibliographic record
Abstract
An issue of One-Nine-Nine-News from May 1969. This issue includes: Organized Labour Must Lead the Way, Labour Demonstrates Against Rand Report, Local 199 and Labour Council Donate Billiard Table, Editorial, Is There Enough Time Remaining To Halt the Destruction of Our Land, Water, Air?, Rocks in Their Heads, Philosophy of Labour, Worth Repeating, Why Worry, Notice to GM Apprentices, Community Services, Dedication of Billiard Table, Loans - Debts - Garnishees, Compensation Report, The Beginning of a Dream, Work in Progress, Finished - at Last!, Prepaid Group Practice for Members of Local 199 UAW, Proper Health Care Now a Reality, Official Opening of the St. Catharines and District Community Group Health Centre, Election Executive Hard at Work, UAW Summer Jackets, Laff Awhile, Do You Have a Problem with Gambling, Ford's New Maverick Priced Too High in Canada, Dominion Stores Promote Farm Poverty, WA No. 50 UAW April Report, Set Convention to Review UAW Strike Benefits, Some Benefits Not Automatic - Must Ask For Them, Unite: Unite: United, Obituaries, Transmission Dept. 42 First Annual Old Timers Re-Union, History of the Canadian Labour Movement.
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 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.005 | 0.001 |
| Scholarly communication | 0.007 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.394 | 0.329 |
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".