Mental Illness Documentaries at the National Film Board of Canada: Filmmaking as Therapeutic Activism
Bibliographic record
Abstract
Le répertoire de l’Office national du film du Canada (ONF) manifeste une préoccupation de longue date pour la santé mentale. L’auteur étudie une grappe de documentaires, portant sur le vécu des personnes atteintes de maladie mentale, dont l’apport à l’héritage de cinéma militant de l’ONF est exceptionnel. Une analyse minutieuse de quatre documentaires produits entre 1977 et 2010 montre que la position militant radicale adoptée par les cinéastes en matière de santé mentale a remis en question les fondements épistémologiques de la psychiatrie tout en conférant aux discours sur la santé mental une dimension politique et existentielle.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.014 | 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 teacher head, 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".