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Contested Territory

2021· book-chapter· en· W4200079990 on OpenAlexaff
Adriana S. Benzaquèn

Bibliographic record

VenueOxford University Press eBooks · 2021
Typebook-chapter
Languageen
FieldEconomics, Econometrics and Finance
TopicHistorical Economic and Social Studies
Canadian institutionsMount Saint Vincent University
Fundersnot available
KeywordsEliteYouth cultureAmbivalenceMeaning (existential)Gender studiesPoliticsHuman sexualitySociologyPsychologySocial psychologyPolitical scienceLaw

Abstract

fetched live from OpenAlex

Abstract The extent to which non-elite youth in premodern Western societies had a culture of their own is an open question. “Youth culture” here refers to the many ways in which young people found meaning in and made meaning out of their lives, while “non-elite youth” designates young men and women who grew up in working families: peasants, artisans, and day laborers. Just as the status of youth was ambiguous, the culture of non-elite youth was contested, both between youth and the rest of society and between male and female youth. The times and spaces available to non-elite boys and girls to develop and experience their own culture were framed by the tasks they had to accomplish during youth: acquire the skills that would allow them to earn a living and find a spouse. In the early modern period, the customary tolerance of the disruptive and rowdy aspects of youth behavior—rebelliousness, illicit sexuality, and violence—gave way to fear and suspicion, as spiritual and political rulers throughout Europe undertook campaigns to control, Christianize, restrict, or ban various manifestations of youth culture and the activities of youth groups. The effect of such measures was limited, which suggests that they were not consistently enforced and that the common people continued to tolerate youthful disorder. Historians’ responses have been as ambivalent as those of premodern adults. Was the (predominantly male) culture of non-elite youth an expression of joy, creativity, and freedom and inherently benign, even utopian, or was it inherently violent, aggressive, and cruel?

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)0.001
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: Other · Consensus signal: Other
Teacher disagreement score0.110
Threshold uncertainty score0.370

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0100.014
Scholarly communication0.0090.005
Open science0.0010.009
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.1100.011

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 head0.047
GPT teacher head0.178
Teacher spread0.131 · 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
GenreOther

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
Published2021
Admission routes1
Has abstractyes

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