199 News, Vol. 13 No. 7, October 1978
Bibliographic record
Abstract
An issue of 199 News for October 1978. This issue includes: Cullen Two-Year Settlement Reached, Golden Eagles Win It all, Labour Council Election Results, CLC Suspends Exchange With Soviets, All Lungs Lost!, Supermarket Rip-Off, Letter To The Editor, Retirement and UIC, Associated Services, Common Toxic Substances and Their Effects, Private Insurance Companies Shaft Autor Workers, The Price-Wage Spiral Heats Up, Auto Family Credit Union Niagara Limited, Health and Safety, Health Insurance Costs, Detectors Can Lie, US Cars Could Beat Imports: If the Big 3 Tried Harder, Retirees of Local 199 UAW Enjoy Annual Picnic, Is Your Child on Drugs?, The Blind Lead the Country, Do You Eat Candy for Breakfast?, Cancer: Real Threat or Overrated Scare?, Retirees Corner, A Young Man and His Union, Local 199 UAW Women's Committee Hold Wine and Cheese Party, 10 Common Strike Myths, Unionized Hotels in St. Catharines, A Muskie for Sonny Pascuzzi, 15th Annual Canadian Women's Conference, Welding Safety, Ammonia Hazards, 35 Hour Week German Demand, Work Without Guilt, Metro Industrial Linen Service, GM Chairman Leo Rustin's Column, Plan Shutdowns Are Natural Disasters.
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 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.380 | 0.368 |
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; the direct Gemma label and the distilled Codex classifier agree on what is shown here.
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".