Bibliographic record
Abstract
This Society shall con nuously maintain a registered offi ce in the State of Delaware, as specifi ed in the Ar cles of Incorpora on, which may be, but need not be, the same as its principal offi ce. Sec on 2.2 Resident AgentThe Society shall have a registered agent, as specifi ed in the Ar cles of Incorpora on. ARTICLE III PURPOSE, POWERS, AND OPERATIONS Sec on 3.1 Purpose and PowersThe Society is organized exclusively for charitable, educa onal, and scien fi c purposes, including, for such purposes, the making of distribu ons to organiza ons that qualify as exempt organiza ons under Sec on 501(c)(3) of the United States Internal Revenue Code of 1986, as amended (the "Code"), or the corresponding provision of any future United States Internal Revenue law, and the Delaware General Corpora on Law (the "DGCL").In furtherance of its purposes, the Society has adopted the following primary objec ve: The advancement of tropical medicine and hygiene, including medicine, nursing, public health, engineering, entomology, parasitology, global health, and allied special es in this fi eld.In furthering its charitable and educa onal purposes and fulfi lling its mission, the Society shall have the power to do anything else that the Society may be authorized to do under the DGCL and that is consistent with its tax-exempt status under Sec on 501(c)(3) of the Code, or the corresponding provision of any future United States Internal Revenue law.No ac on shall be taken that would adversely aff ect the qualifi -ca ons of the Society under Sec on 501(c)(3) of the Code, or the corresponding provision of any future United States Internal Revenue law. ACTIVE MEMBERAc ve Members in good standing pay dues and have the right to vote and hold offi ce.In addi on, Ac ve Members shall be granted access to the offi cial publica ons of the Society, such as the annual volume of The American Journal of Tropical Medicine and Hygiene (the "Journal") and published issues of the Tropical Medicine and Hygiene News (the "News").
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.
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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.465 | 0.321 |
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".