“NOT IMPORTANT” : an analysis of the Tibet photo service medium format negatives at the Tibet Museum
Bibliographic record
Abstract
This thesis approaches a body of 1,428 6x6 cm gelatin silver acetate negatives in the Tibet Museum’s photographic archives in Dharamsala, India. This material, labelled “not important” by an archivist at their collecting institution, contains images of the Tibetan community in exile, made by the Tibet Photo Service (TPS) studio between 1962 and 1987. The practical component of this project involves arranging and rehousing the negatives for accessibility and preservation purposes. The theoretical component of this project provides a contextual framework for the TPS medium format negatives, unpacking the reasons behind their exclusion from care and display. Additionally, it engages the negatives as sites of “articulation and aspiration” of the Tibetan exile community. The objects and their images are recontextualized from material that is “not important” to social and political documents that serve as a subjective historical record of the foundational years of the Tibetan community in India.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.004 |
| Science and technology studies | 0.005 | 0.004 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.007 | 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 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".