Bibliographic record
Abstract
"Aftertexts is a new series of artists’ books focused on process and research as a site of artistic practice. Each volume features commissioned texts that respond to a new body of work by an emerging artist, offering analysis, poetic meditation, and new literary entrances into the work. Aftertexts Vol. 01, co-published with Franz Kaka, expands on the painting practice of Toronto-based artist Azadeh Elmizadeh, accompanied by texts by Nasrin Himada and Nima Esmailpour. Rooted in historical archives and ancient allegories, Elmizadeh’s paintings weave an interconnected narrative between spiritual and natural bodies. The publication features a new series of paintings, as well as preparatory collages that informed Elmizadeh’s exhibition, Timekeepers, currently on view at Franz Kaka. Through this body of work, she produces a material index that connects the terrestrial to the transcendental, underscoring the interconnectedness of human and non-human actors." -- Distributor's website.
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.
How this classification was reachedexpand
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 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.018 | 0.007 |
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 itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".