Pop Photographica: Photographâs Objects in Everyday Life 1842â1969
Bibliographic record
Abstract
The most eye-catching piece in Pop Photographica: Photograph's Objects in Everyday Life 1842-1969 is a photograph of a young couple on their wedding day, framed with snazzy gold paper and trimmed with bright paper decoupage.What makes this object stand out is that the photograph is not in a picture frame or in an album: it rests inside a glass bottle.The exhibit "Pop Photographica," curated by Daile Kaplan, has brought this and other unusual photographic objects together at the Art Gallery of Ontario."Everyday" photographs, those taken by non-professionals often only for intimate purposes and destinations such as the family album, seem to be attracting renewed attention in the eyes of some academics, artists, and hobbyists. 1 Frequently, this type of photography is called "vernacular photography," recognizing that it is a genre of photography likely never intended for public display or academic analysis -almost like a language or dialect shared among a smaller community of speakers.
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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 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) | 0.002 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".