General correspondence outgoing (3 of 3)
Bibliographic record
Abstract
File contains outgoing correspondence of Local 1 to various organizations and union members, dated January 4, 1982 to December 20, 1982. Topics include leaves of absence, picket lines, contract negotiations and collective agreements, donations, parking, health and safety, union fees, membership meetings, maternity benefits and leave, job classification, AUCE representatives and representation, micro-electronics, shop steward seminar, material and subscription requests, newsletter, media relations, employee benefits, vacation, labour studies, visual display terminals, employee relations, legal advice, the Public Sector Compensation Restraint Program, grievances, newsletter advertisement costs, staff reporting relationships, Youth Employment Opportunity Program, day care for UBC employees, seniority, sexism at UBC, wage controls and social service cutbacks, May Day demonstration, support of Rape Relief Centres, membership cards, Stabilization Program, employee severance, support of Solidarnosc members interned by the military junta in Poland, and the effect of Canada Pension Plan on women.
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 distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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 teacher head, 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".