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Record W2091977812 · doi:10.1353/eam.2014.0008

"Simple, Easy, and Intelligible": Republican Political Ideology and the Implementation of Vaccination in the Early Republic

2014· article· en· W2091977812 on OpenAlex
Rebecca Fields Green

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueEarly American studies · 2014
Typearticle
Languageen
FieldSocial Sciences
TopicVaccine Coverage and Hesitancy
Canadian institutionsnot available
Fundersnot available
KeywordsIdeologyPoliticsQuarter (Canadian coin)PremiseThe RepublicVaccinationPolitical scienceEthosPublic administrationLawSociologyMedicineHistoryEpistemologyImmunology

Abstract

fetched live from OpenAlex

First introduced in 1798 by the English doctor Edward Jenner, smallpox vaccination generated a sensation in Europe and America in the first quarter of the nineteenth century. Vaccine became highly politicized in the American republic as enthusiasts debated how to implement the new preventive; some promoters argued that it was suitable for democratized use by self-reliant householders, while others insisted that the complexity of the procedure should limit its use to trained experts and "learned physicians." Disagreement centered on the place of knowledge in the republic and its accessibility to private citizens. The debate over proper vaccinators entered national politics in 1813 when Congress established the National Vaccine Institute (NVI) in response to the proposal of a Baltimore almshouse physician. Founded on the premise that it would supply any citizen—physician or not—with vaccine, the NVI represented an egalitarian view of science and medicine that held such knowledge both suitable and essential for virtuous republican citizens. This essay finds that from the introduction of vaccination to the United States in 1800 through the destruction of the National Vaccine Institute in 1822, debates about proper vaccinators and medical knowledge played an important role in a broader debate about knowledge, social hierarchy, and the shape of the American republic.

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.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.392
Threshold uncertainty score0.984

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.023
GPT teacher head0.363
Teacher spread0.340 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it