Charles Stankievech:The Desert Turned to Glass
Bibliographic record
Abstract
The Desert Turned to Glass is a place where the cosmic and chthonic collide. Commemorating the centenary of the planetarium as an architectural type, this book collects a new body of work by acclaimed Canadian artist Charles Stankievech. Thematically, the project explores alternative theories concerning the origin of life, consciousness, and art—bridging the cosmological visions of cave art and the modern technology of the planetarium. Richly illustrated, the book pairs images of Stankievech’s installations and cinematic works with newly commissioned writings by geologists, exobiologists, philosophers and archeologists. Spanning the abyss of space and the depths of the earth, The Desert Turned to Glass is an epic meditation on origins, endings, and infinity. Edited by: Dehlia Hannah, Ala Roushan, Nadim Samman Texts by: J.G. Ballard, Karen Barad, Walter Benjamin, Douglas Cardinal, Dehlia Hannah, Takashi Ikegami, Takafumi Kawakami, J. David Lewis-Williams, Clarice Lispector, Ala Roushan, Nadim Samman, Barbara Sherwood Lollar, Charles Stankievech, Kim Tait
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 machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.005 | 0.004 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.014 | 0.002 |
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; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".