Envoicing Silent Objects: Art and Literature at the Site of the Canadian Landscape
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
The conjunction of art, literatureand place in this special issue provides an occasion for considering the intersection of visual art and the literary narrative at the site of that most definitive of place-markers in the history of Canadian nationhood, the landscape painting. As characterized by the iconic, overtly nationalist works of Tom Thomson and the Group of Seven in the early part of the twentieth century, Canadian placeconsists, very precisely, of landscape—no more, no less. To gaze into a painting by Thomson, Harris, Lismer, Varley, Macdonald or Jackson is to be confronted by an icy, forbidding and—crucially—silentworld. If there isany trace of humanity to be found here, it can perhaps be located only in the eerily humanoid form of a windswept tree, a stand-in for the pioneer-settler engaged in ceaseless combat with a wilderness every bit as white and hardy as he. This tree seems perpetually on the brink of succumbing to the elements that continually besiege it, and wecan be certain that, wereit tofall, it would make no sound.
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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 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) | 0.001 | 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