199 News, Vol. 19 No. 9, November/December 1984
Bibliographic record
Abstract
An issue of 199 News for November/December 1984. This issue includes: Support During GM Strike, From Your Local 199 Executive, A Bum Rap, Letter, Obituaries, Retirees, To The Public, GM Strike 1984 Start 12:00 Noon October 17/84 New Agreement Ratified October 29/84, CLC Criticizes Sales Tax Increase, Retiree's Chapter, Retirees Corner, Women's Equality Conference, Contract Settled - Majority Approval: Bargaining Committee Votes To Recommend Agreement, Hey, Listen, Would You Stop Making Noise?, Election Results, Lockout and Test, Beat The System, Pension Report, Education Committee Report, A Membership of Bones, Apprentice Committee Report, NETP Strike, Is Your Job Safe?, Needed in Niagara Peninsula Detox Centre For Women, The Good Old Days, Candidate for Credit Union, Strikes Are Few, GM Plant Chairman's Report, De-Regulation of Long Distance Telephone Rates, Telephone Deregulation Canada Can't Afford it.
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 | 0.003 | 0.000 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.462 | 0.411 |
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".