Three vernacular travel albums : a case study in the accessioning process at George Eastman House International Museum of Photography and Film
Bibliographic record
Abstract
This thesis project considers three vernacular travel albums from 1899-1900 donated by Donald Weber to George Eastman House International Museum of Photography and Film in 2008. The objects are not clearly attributed to any one person. The objective of this project was to make these objects available to staff and researchers. This process consisted of condition reporting, collection description writing, cataloguing and, potentially, properly housing the objects. The thesis includes an analytical paper and examples of the practical work done, such as condition reports and cataloguing worksheets. The analytical paper includes all aspects of the process and decesions made to execute this project. It also includes historical information on travel albums in American history. The primary focus of this thesis was to accession these objects to make them available for staff and researchers. While this thesis concentrates on only three objects, it is intended to serve as a case study in the accessioning process at one particular institution.
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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 | 0.005 | 0.008 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.004 |
| Science and technology studies | 0.025 | 0.009 |
| Scholarly communication | 0.007 | 0.004 |
| Open science | 0.002 | 0.006 |
| Research integrity | 0.002 | 0.003 |
| 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".