<i>Dreamers of the Day</i> and the Living Archive of 1990s Lesbian Cinema in Canada
Bibliographic record
Abstract
In this article we reflect on our experiences researching and curating a Canadian lesbian feature film, Dreamers of the Day (1990, dirs. Patricia Rivera Spencer and Philip Wood). We explore how a community-driven approach to archival research is necessary for investigating low-budget lesbian films such as this, and in turn, should inform accompanying curatorial practices. When screening lesser-known queer films, the community networks necessary to their creation and then later for their preservation tend to be overlooked in favor of celebrating the accomplishments of an individual director. If curators of queer film focus exclusively on the finished product and exhibit only remarkable films, they risk missing works that speak to queer filmmaking practices and the importance of these histories to queer community-building. To counteract these investments, we instead consider how strategies of collaboration can inform filmmaking, research methods, and curatorial practices, illuminating the relational networks that make queer art possible.
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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 | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.027 | 0.007 |
| Scholarly communication | 0.008 | 0.002 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.012 | 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 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".