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
Beginning in 1963 and continuing through the late 1980s, a loose coterie of like-minded Canadian poets challenged the conventions of writing and poetic meaning by fusing their practice with strategies from visual art, sound art, sculpture, installation, and performance. They called it “borderblur.” \n \nBorderblur Poetics traces the emergence and proliferation of this node of poetic activity, an avant-garde movement comprising concrete poetry, sound poetry, and kinetic poetry, practiced by poets and artists like bpNichol, bill bissett, Judith Copithorne, Steve McCaffery, Penn Kemp, Ann Rosenberg, Gerry Shikatani, Shaunt Basmajian, among others. \n \nAuthor Eric Schmaltz demonstrates how these poets formed an alternative tradition, one that embraced intermediality to challenge the hegemony of Canadian literature established during the heydays of cultural nationalism. He shows the importance of intermediality as a driving cultural force and how its proliferation significantly altered Canadian cultural expression. Drawing on a combination of archival research, historical analysis, and literary criticism, Borderblur Poetics adds significant nuance to theories and criticisms of Canadian literature.
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 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.004 | 0.003 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.004 | 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