Women's Auxiliary News, January-February 1969
Bibliographic record
Abstract
An issue of the UAW Women's Auxiliary News for January - February 1969. This issue includes: National Brotherhood Week; Happy New Year 1969; Niagara Deaf and Hard of Hearing Association Aided by Women's Auxiliary No. 50 UAW; Suggested Auxiliary Calendar; UAW Dolls Displayed At Solidarity House; Happiness is a Surprise Gift; Motorist's Prayer; Please Don't Buy California Grapes; News From Our Auxiliaries; AUX. 243 Evansville, Indiana; AUX. 337 Buffalo, New York; AUX. 385 Peoria, Illinois; AUX. 50 St. Catharines, Ontario; AUX. 370. Saginaw, Michigan; AUX. 314 Detroit, Michigan; Past President Pins Available, Resolved, Our Auxiliaries' Real Boss.
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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.002 | 0.027 |
| Open science | 0.007 | 0.007 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.001 |
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; both teacher heads 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".