Hunt Institute for Botanical Documentation
A Research Division of Carnegie Mellon University

Hunt Institute Archives Text Discovery Platform

Search a large and growing portion of our online collections, including handwritten documents.
PROTOTYPE

This prototype uses state-of-the-art artificial intelligence, including a vision-language model (VLM) capable of reading handwritten documents as well as typed and printed text, to create searchable transcriptions of digitized materials in the Hunt Institute Archives. This makes it possible to search the textual contents of individual pages, including material that may not be described in the archival catalog.

Use Keyword search for specific words, names, dates, scientific names, or phrases. Try Semantic search (experimental) to describe a topic, question, or kind of material when you do not know the exact wording used in the documents.

About the AI-generated transcriptions

The transcriptions are generated automatically from page images and may contain errors, especially with difficult handwriting, unusual names, multiple languages, image-quality problems, or complex layouts. They are intended primarily as a discovery aid rather than authoritative transcriptions.

Each result provides the generated transcription and links to the original digitized material and associated archival description so that readings can be checked against the source. The transcription workflow uses AI models run locally by the Hunt Institute.

About Keyword and Semantic search

Keyword search is the default and matches the wording in the transcriptions. Results contain all your terms. Use quotes for an exact phrase. Substring matching is supported, so aceae can find plant-family names ending in -aceae.

Semantic search (experimental) is useful when you know what kind of material you are looking for but do not know the words used in the documents. It ranks transcribed passages by similarity of meaning, so relevant results may not contain the exact words in your query.

Semantic queries can be broad research topics, descriptions of activities or relationships, or natural-language questions. For example:

Semantic search is not a chatbot: a question is used as a search query, and the system returns archival passages that appear conceptually related to it rather than generating an answer or summary. Short descriptions and ordinary research questions generally work better than lists of disconnected keywords. Quotation marks have no special meaning in Semantic mode. Cross-language matching may work in some cases, but it should not be treated as translation.

Keyword and Semantic search are complementary. Keyword search lets you require particular wording; Semantic search can surface differently worded passages about the same subject. Depending on the research question, trying both can reveal different useful material.

Open a result: use the prominent page-and-transcription link to see the metadata, PDF, and full transcription. Keyword-search terms are highlighted in the transcription.

Archives Collections Database (ArchivesSpace): the Collection, Item/Folder, and Digital Object links open the corresponding archival records. Collection-level dates describe the collection as a whole, not necessarily the specific item or page.

If a PDF does not load: on the detail page, use the Digital Object link, click “Go to file” in ArchivesSpace, and navigate to the page number shown here.

Current limitations
  • Automated transcriptions can contain missing or incorrect text or unintended repetition. Difficult handwriting, image quality, unusual layouts, and multiple languages can reduce accuracy. Always consult the original page image when an exact reading matters.
  • Semantic search remains experimental. Its rankings are an additional discovery aid, not a complete or definitive set of relevant results, and highly ranked pages can sometimes be only broadly related.
  • This is an active prototype. Search coverage, transcriptions, functionality, and the interface may continue to change as additional archival material is processed and the system is improved.

← Back to results

Page 141 · DO #4909 · 231_Rogers_Bx8FF40_r

Collection
David James Rogers (1918–2007) papers
Item/Folder
Rogers' Manuscript - "Plants & Men", 1971
Digital Object
DO #4909, page 141
Collection-level dates
1948–1977
Open PDF at page 141 ↗

Page transcription

12 - 6

great difficulty adapting to the life required in rubber-growing areas
along the Amazon River and its tributaries. The laborers that did survive
were horribly exploited, in an almost slave-like state, and there was little
sharing of the great wealth derived from their efforts.

Interest in the development of plantation-grown rubber in the Western
tropics was stimulated during two world wars, when the regular supply was
cut off. The United States Government subsidized research and carried out
large programs to help Brazilian rubber specialists to overcome the disease
problem. However, at the end of each of the wars, in an economy-mood, and
with pressure from the synthetic manufacturers, all the efforts stopped,
without any great advances toward the solution of the difficulties. The
solution of the disease problem takes long-term support because determina-
tion of disease resistance and high yield require long periods of time. The
research required cannot be performed in the length of time that the wars
have lasted, and to build up competence in the work, research specialists
require time, much more than that allotted. Many approaches to develop
plantations of disease-resistant, high-yielding trees have been tried, but
the most promising one yet developed is the breeding of the disease-
resistant varieties. While the disease can be controlled by spraying with
fungicides, the expense of such an operation is prohibitive in lands where
high rain-fall is a constant condition. The breeding of resistant types is
also a very discouraging, slow procedure, and very expensive.

In general, and without all the details, the methods of developing new
resistance is as follows: first, seeds from native plants are germinated
in seed beds, and when the young plants have sufficiently developed, are
set out in nursery beds. When the plants are about two feet tall, cuttings
of high-yielding varieties developed in the eastern tropics are grafted onto
the seedling root stocks. These grafted plants are again transferred and