An Army of Lovers: Lesbians in the women's movement in the 1970s and 1980s
Bibliographic record
Abstract
This public exhibit marks the fiftieth anniversary of the Report of the Royal Commission on the Status of Women (1970) and the fiftieth anniversary of the partial decriminalization of same-sex sex acts (1969) by exploring the diverse experiences of lesbian women as they came out as lesbians, and came into the women's movement. Through a mix of audio documentary and textual and photo documents, visitors will learn about the past through the intimate stories of lives as they were lived. Their recollections of their formative experiences remind us of the value of struggle, of tactics of resistance, and ultimately of the power of resilience. The research utilizes edited oral testimonies of fifteen different women, illustrated with photographs and documents from their personal archives. This exhibit is travelling to various locations across Canada throughout 2020, starting at the Vancouver City Archives on International Women's Day (March 8th).
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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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.039 | 0.011 |
| Scholarly communication | 0.009 | 0.003 |
| Open science | 0.001 | 0.006 |
| Research integrity | 0.003 | 0.004 |
| Insufficient payload (model declined to judge) | 0.007 | 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".