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Record W4407687350 · doi:10.3167/hrrh.2025.510101

Agents of Modernity in Late Imperial France and Africa

2025· article· en· W4407687350 on OpenAlexvenueno aff
Amelia H. Lyons, W. Brian Newsome

Bibliographic record

VenueHistorical Reflections/Réflexions Historiques · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicAfrican history and culture studies
Canadian institutionsnot available
Fundersnot available
KeywordsModernityAncient historyHistoryPolitical scienceLaw

Abstract

fetched live from OpenAlex

The three articles in this issue each problematize, if in different ways, common narratives about French trajectories after World War II. Directly or indirectly, they each call into question the expansive, linear mythology that Jean Fourastié coined as France's Thirty Glorious Years in his 1979 book.1 As part of a growing body of scholarship that questions Fourastié’s periodization, Drew Fedorka, Brooke Durham, and Amelia Lyons expose how his chronology papered over France's decline as an international power during the polarized Cold War, its role in brutal colonial wars, the coup that ended one republic and ushered in another, the long road to economic recovery that thirty-year statistical averages belied, and the social and economic stagnation that the younger generation felt even at the supposed crest of postwar growth.2 All three articles explore questions related to France's effort to rebuild the nation's reputation and influence, particularly through the construction of a new generation trained to look to the future without fixating on the past, or even the shadowy corners of the present. The articles in this special issue highlight that postwar challenges—consumer shortages, the housing crisis, the Fourth Republic's revolving cabinets, the violence on the ground in Algeria, the problems associated with implementing development schemes in newly independent Africa—could not be hidden from view and reminded those who lived through this period of traumas in their nation's past and present. The historians contributing to this issue demonstrate how France's interest in creating a new sense of the nation, innocent of the dark years and all their baggage, as well as its obsession with maintaining its influence on the world stage as its empire crumbled, weighed heavily on the next generation of leaders.

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)0.002
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.027
Threshold uncertainty score0.101

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.001
Science and technology studies0.0150.022
Scholarly communication0.0080.004
Open science0.0010.004
Research integrity0.0030.003
Insufficient payload (model declined to judge)0.0040.000

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 head0.043
GPT teacher head0.341
Teacher spread0.298 · 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 designNot applicable
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

Citations0
Published2025
Admission routes1
Has abstractyes

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