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The Vaccination against Smallpox in Russia in the First Quarter of the 19th Century: Documents from the St. Petersburg and Moscow Gubernias

2019· article· en· W2998188892 on OpenAlex

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

VenueHerald of an Archivist · 2019
Typearticle
Languageen
FieldMedicine
TopicLiterature Analysis and Criticism
Canadian institutionsnot available
Fundersnot available
KeywordsSmallpoxQuarter (Canadian coin)St petersburgVaccinationSmallpox vaccineChristian ministryHistory of medicineHistoryMedicineDemographyPolitical scienceRussian federationGeographyVirologyLawClassicsSociologyArchaeologyVaccinia

Abstract

fetched live from OpenAlex

The Vaccination against Smallpox in Russia in the First Quarter of the 19th Century: Documents from the The article is devoted to the initial period in the history of vaccination against smallpox in Russia. Since 1811, vaccination against smallpox became nationwide, however, its effectiveness varied from gubernia to gubernia. Modern scientific literature focuses on anti-epidemic activities of the 2nd half of the 19th century. One of the little-studied subjects is the vaccination against smallpox in the St. Petersburg and Moscow gubernias in the 1st quarter of the 19th century. For a long time, smallpox was one of the major factors of mortality in Russia. The study of the organization of vaccination in 1811 -1820 in the St. Petersburg and Moscow gubernias, which had a special status, is important for comprehensive analysis of the development of national medicine and identification of major factors in gradual change in measures of mortality. The source base is reports sent to the Ministry of Internal Affairs by the Moscow civil governor and St. Petersburg medical board (Physicut), as well as reports of the uezd doctors. These documents are being thus introduced into scientific use. Statistical methods for processing mass sources are applied and relational databases created. The article discusses absolute and relative indicators characterizing the success of vaccination in each gubernia and characterizes the organization of the smallpox vaccination: its regularity, equal distribution in the uezds, personnel.

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)0.000
metaresearch head score (Gemma)0.000
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 score0.133
Threshold uncertainty score0.196

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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 head0.005
GPT teacher head0.234
Teacher spread0.229 · 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