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.Kaplan, a former photographer, is also an author, auctioneer, curator, and Vice President and Director of Photographs at Swann Galleries auction house in New York.A self-described champion of vernacular photography, Kaplan has coined the term "pop photographica" as a catch-all phrase she uses to describe "the convergence of photography and popular culture." 2
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.005 | 0.003 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.033 | 0.004 |
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".