Scaling hope: climate activism and land in adventure films
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
This paper considers the relationship between land and hope in climate activism, and how they are entangled via leisure. Specifically, we aim to contextualise how we should be understanding and addressing climate change within leisure studies. To do so, we work through the Patagonia-sponsored documentary film The Scale of Hope, which follows former White House Climate Advisor Molly Kawahata and her efforts as both a climate change activist and an aspiring Alaska mountaineer. Reflecting on the numerous social and political themes and angles in the documentary, we explore intersections of land and hope via illuminating three of the film’s absences: the use of terra nullius to position land as a place to experience hope via leisure, the action of leisurely conquest as the individualisation of hope, and the relationship between hope and labour. Finally, we offer some suggestions for thinking about hope differently, taking up the notion of the feminist killjoy as an alternative to the film’s individualised and electoral hope.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it