On Guerrilla Gardening: A Handbook for Gardening without Boundaries
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
From the Publisher: When Richard Reynolds began planting flowers secretly at night outside his tower block in South London he had no idea he was part of a growing global movement committed to combating the forces of neglect, land shortage and apathy towards public spaces. But his blog GuerrillaGardening.org attracted other guerrillas from around the world to share their experiences of the horticultural front line with him and become a focal point for guerrilla gardeners everywhere. On Guerrilla Gardening is a lively colorful treatise about why people illicitly cultivate land and how to do it. From discretely beautifying corners of Montreal to striving for green communal space in Berlin and sustainable food production in San Francisco, from small gestures of fun in Zurich to bold political statements in Brazil, cultivating land beyond your boundary is a battle many different people are fighting. Unearthed along the way are the movement's notable historic advances by seventeenth century English radicals, a nineteenth century American entrepreneur and artists in 1970s New York. Reynolds has researched the subject with guerrilla gardeners from thirty different countries and compiles their advice on what to grow, how to cope with adverse environmental conditions, how to seed bomb effectively and to use propaganda to win support. On Guerrilla Gardening gives entertaining inspiration, practical reference and no excuses for not getting out there and gardening.
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.
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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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