LIGHT AND DARK STABILITY OF LAMINATED AND FACE-MOUNTED PHOTOGRAPHS: A PRELIMINARY INVESTIGATION
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The increasingly popular finishing techniques of laminating and face-mounting photographs and their effect on the long-term stability of the prints have not been extensively studied. In a preliminary investigation, colour photographs (unmounted, laminated, and face-mounted) were subjected to accelerated light- and dark-aging tests. In addition, samples of both unmounted and face-mounted prints underwent quantification of acetic (ethanoic) acid off-gassing. Face-mounted photographs were more sensitive to light than unmounted ones but showed better dark stability. Laminates with ultraviolet inhibitors slowed the light-fading of the prints. Acetic acid is off-gassed by acetoxy-curing silicone rubbers used in facemounting and escapes from the edges of the prints at a rate which is partially governed by storage temperature.
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.
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 | 0.000 | 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) | 0.000 | 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 it