MétaCan
Menu
Back to cohort
Record W1667392596 · doi:10.1111/hic3.12144

Political Arithmetic's 18th Century Histories: Quantification in Politics, Religion, and the Public Sphere

2014· article· en· W1667392596 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueHistory Compass · 2014
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicHistorical Economic and Social Studies
Canadian institutionsConcordia University
Fundersnot available
KeywordsPoliticsSocial scienceEpistemologyIntellectual historyState (computer science)Field (mathematics)SociologyTeleologyHistoricity (philosophy)DisciplinePublic spherePositive economicsHistoryPolitical scienceLawPhilosophyEconomic historyEconomicsComputer scienceMathematics

Abstract

fetched live from OpenAlex

Abstract Seventeenth‐and 18th‐century political arithmetic – the gathering, interpretation, and dissemination of quantitative demographic information for various political, economic, scientific, and scholarly purposes – has attracted increasing scholarly attention since the mid‐1990s. Long understood as an early or proto‐social scientific discipline, anticipatory of modern economics and statistical demography, political arithmetic has emerged from recent studies (informed by new approaches to state‐formation, contextual intellectual history, constructivist history of science, and work on biopolitical governmentality) as a more variegated, less straightforwardly modern and, notably, less secular phenomenon. These developments have exposed the teleological nature and other limitations of older disciplinary approaches, but new studies have neither wholly shed nor replaced older definitions of what constituted political arithmetic during the long eighteenth century. This article surveys the state of the field and argues that a comprehensive history of political arithmetic's multiple roles and meanings during the long eighteenth century must take a much wider range of contributors and publics into account.

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)0.001
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: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.971
Threshold uncertainty score0.709

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
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 head0.033
GPT teacher head0.204
Teacher spread0.170 · 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