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
O Jardim Especulativo é um dos textos que compõem o livro Out of Clear, onde a filósofa, artista e ativista Erin Manning ensaia sobre os desafios e descobertas oriundos da instauração do 3Ecologies Institute, centro de pedagogias transversais, advindo do Sense Lab, sediado na vila de Saint-Anne du Lac, (Quebec, Canada). A partir dos aprendizados e caminhadas que incluem o plantio, manejo e a poda das árvores no 3E, a autora formula a noção de valiação. Manning sublinha a importância em desfazer as distâncias entre sujeito e natureza, práticas culturais e gestão dos recursos e questiona o escalonamento de soluções diante do colapso ambiental. O trabalho nos confronta a profundidade das raízes da branquitude instaurada sobre os modos com os quais nos relacionamos com a terra.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.007 | 0.041 |
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