McKinnon Doings, Vol. 7 No. 12, March 1944
Bibliographic record
Abstract
An issue of McKinnon Doings from March 1944. The issue includes: Things I Never Knew 'Til Now About Canada's War Effort, The Old Timers, Red Cross Over the Top, GM Symphony Program, Book Offered, File That Return, Suggestion Award Winners, Safety, Once Over Lightly, Score on More Club Dinner, To The Ladies, Engagements, Marriages, Births, Ask Sally, Favorite Recipes, Girls Bowling, Men's Sports, Tool Room Team Cops 1944 Title, Basketball, Shovin' Off for the Navy, Men's Bowling, Sports Roundup, Basketball Crown to Tool Room, Minstrel And Variety Show, McKinnon Fellows at The Front. **Please note: This record contains imagery that reflect the time period when it was created and the view of its creator(s). This can include offensive and negative language, references, and stereotypes that are no longer used or appropriate today. The item(s) retain their original content to ensure that attitudes and viewpoints are not erased from the historical record. The Archives & Special Collections are actively working on including more respectful and representative language in our own descriptions now and into the future.
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 | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.006 | 0.002 |
| Scholarly communication | 0.007 | 0.003 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.411 | 0.135 |
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".