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Record W1566227071 · doi:10.1111/joac.12096

Rural Economies and Transitions to Capitalism:<scp>G</scp>ermany and<scp>E</scp>ngland Compared (<i>c</i>.1200–<i>c</i>.1800)

2015· article· en· W1566227071 on OpenAlexaff
Shami Ghosh

Bibliographic record

VenueJournal of Agrarian Change · 2015
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicHistorical Economic and Social Studies
Canadian institutionsPontifical Institute of Mediaeval Studies
FundersUniversity of Leicester
KeywordsProletariatCapitalismPeasantIdeologyAgrarian societyFeudalismPeriod (music)ScholarshipEconomicsEconomyMarket economySociologyPolitical scienceAgricultureGeographyEconomic growthLawPhilosophy

Abstract

fetched live from OpenAlex

Based on a synthesis of the empirical scholarship onEngland andGermany, this paper demonstrates that in both regions, rural socio‐economic developments fromc.1200 toc.1800 are similar: this period witnesses the rise to numerical predominance and growing economic significance of the ‘sub‐peasant classes’, which had a growing impact on the market as a result of their increasing market dependence, and from which – towards the end of the period – a rural proletariat emerged. Against the influential theory ofRobertBrenner, it is argued that the periodc.1200–c.1400 cannot really be categorized as ‘feudal’ according toBrenner's definition; and ‘agrarian capitalism’ does not adequately describe the socio‐economic system that obtained by the end of the sixteenth century. A genuine transition to capitalism is only evident from after c.1750, and can be found inGermany as well as inEngland; it is predicated both on ideological shifts and on the evolution of the rural proletariat, which is only found in large numbers by or afterc.1800.

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 imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.015
Threshold uncertainty score0.029

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0010.002
Scholarly communication0.0020.001
Open science0.0000.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.064
GPT teacher head0.227
Teacher spread0.164 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations8
Published2015
Admission routes1
Has abstractyes

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