[Pamphlet: Crossing Over Exhibition]
Bibliographic record
Abstract
Pamphlet that advertises an exhibition that was presented by the Mexic-Arte Museum entitled "Crossing Over". The exhibition contained artwork by Willie Varela. The pamphlet has been printed in all over red scale, including the photographs. The cover of the pamphlet features a photograph of a corrugated metal fence and a blank billboard in the distance. The title and a descriptive secondary title are also included on the front. The pamphlet opens up to span three and a half panels long. The first panel includes the name of the exhibition as well as the dates and times of the opening reception, a members only preview, and a gallery talk by the artist. The second panel features a large photograph of a dilated eyeball and a statement about the exhibition above. The third panel features a picture of a drawing of an elderly woman standing next to a giant parrot. Details about an exhibition that ran concurrently to the featured exhibition are also included. The half-size panel includes information on sponsorship. The back of the last panel headlines a picture of two Hispanic boys who are looking in different directions. The back of the middle panel details information on the Mexic-Arte Museum.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.749 | 0.518 |
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".