Colonial Representations of British India: A Description and Analysis of the First Twenty-Four Issues of The Indian Amateur’s Photographic Album
Bibliographic record
Abstract
This thesis provides a description and analysis of the first twenty four issues of the Indian Amateur's Photographic Album (IAPA), serially published between 1856 and 1858, in the collection of George Eastman House International Museum of Photography and Film (GEH). The thesis traces the origins of the publication to the creation of the Bombay Photographic Society, and considers its relationship with European photographic societies and a similar publication in Europe. It contains an extensive literature survey summarizing the current state of research on the IAPA within the framework of colonialist photography in British India: a detailed description of the publication and an analysis of the photographic and written components of the IAPA; and a consideration of the IAPA's contributions to and its role in the visual culture of nineteenth century India. Three appendices accompany the thesis, including an annotated and fully illustrated catalogue of the seventy-two photographs in GEH album.
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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 | 0.005 | 0.010 |
| Science and technology studies | 0.007 | 0.006 |
| Scholarly communication | 0.008 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| 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".