Bibliographic record
Abstract
Helena Gutteridge was a socialist and feminist whose vision helped to shape social reform legislation in British Columbia in the first decades of the twentieth century, and also one of the first women there to hold high political office. She was born in England in 1879. A militant suffragist, tutored by the Pankhursts, she learned the politics of confrontation early. Emigrating to Vancouver in 1911, she found the suffrage movement there too polite and organized the B.C. Woman’s Suffrage League to help working women fight for the vote. And she kept on organizing. As a journeyman tailor she was a power in her union local, and as the only woman on the Vancouver Trades and Labor Council -- their 'rebel girl' -- she championed the rights of workers and organized women to fight for themselves. In the 1930s, as a member of the feisty new political movement, the Co-operative Commonwealth Federation, she joined in the struggles of the unemployed for work and wages. Then, in 1937, as the first woman ever elected to Vancouver City Council, she led the fight for low-income housing. As was typical for women of her class and time, Helena did not keep personal records, nor did organizational records exist to any extent. Irene Howard made it her task, over a period of years, to search out and assemble details of Helena’s life and career, and to interview old comrades who knew Helena and the turbulent times in which she lived. Herself a miner’s daughter, the author brings to her subject an affectionate regard and sympathy qualified by the larger view of the scholar and researcher. The result is a lively biography, shot through with humour and pathos, that pays homage to Helena Gutteridge and to many of the people who have been inspired by a cause and who have taught us about the politics of caring.
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) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.050 | 0.007 |
| Scholarly communication | 0.011 | 0.001 |
| Open science | 0.002 | 0.005 |
| Research integrity | 0.004 | 0.007 |
| Insufficient payload (model declined to judge) | 0.016 | 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; 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".