The Intensification of Photographs: Observations from Recent Research and Practice
Bibliographic record
Abstract
Conservator Gary Albright presented a lecture and workshop entitled “The Intensification of Photographs: Observations from Recent Research and Practice,” for the annual installment of the Brodsky Series for the Advancement of Library Conservation. The lecture and workshop focused on the preservation of historical black and white photographic prints. As cultural objects, photographs require special care. They react aggressively to the climate and can suffer from inherent problems as a result of their chemical composition. Albright’s program familiarized participants with the construction and unique problems of photographs and offer practical advice on their preservation. He also covered current storage standards and factors to consider when preparing a photographic exhibition. Albright is a conservator of paper and photographs in private practice. During his career, he has treated a diverse array of objects, including the Emancipation Proclamation, a Honus Wagner baseball card, Ansel Adams’ photographs and working drafts of the U.S. Constitution. He is a graduate of the Winterthur Museum/University of Delaware Program in Art Conservation. He has served as conservator at the George Eastman House in Rochester, N.Y., where he taught in the advanced residency program for photograph conservators, and as senior paper and photograph conservator at the Northeast Document Conservation Center, Andover, Mass. Albright has been a visiting professor at the State University of Buffalo, the University of Delaware and Queen’s University in Kingston, Ontario. See more on the Brodsky Series Page at: https://library.syr.edu/scrc/programs/brodsky.php
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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 | 0.044 | 0.072 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.004 | 0.006 |
| Science and technology studies | 0.009 | 0.015 |
| Scholarly communication | 0.009 | 0.011 |
| Open science | 0.004 | 0.008 |
| Research integrity | 0.004 | 0.006 |
| Insufficient payload (model declined to judge) | 0.006 | 0.001 |
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".