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The Secondhand Clothing Trade in Europe and Beyond: Stages of Development and Enterprise in a Changing Material World, <i>c</i> . 1600–1850

2012· article· en· W2220951098 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

VenueTEXTILE · 2012
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicHistorical Economic and Social Studies
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsClothingScarcityBusinessInternational tradeEconomicsMarket economyPolitical science

Abstract

fetched live from OpenAlex

Between 1600 and 1850 Europe was reshaped economically, culturally, and materially—the secondhand clothing trade was a vital factor in these events. Cloth and clothing represented among the most important and costly purchases for generations, lying at the heart of household budgeting, intersecting routinely with markets. The secondhand trade was a unique micro-enterprise vehicle, as well as a growing commerce for entrepreneurs. It stimulated retailing and featured in international trade. Throughout these centuries, the scale of secondhand commerce, circulating in and beyond Europe, expanded enormously as economies were reshaped by industrial expansion and extra-European trade. During the past decades scholars have lifted the study of the secondhand trade from its previous obscurity, recognizing its organic connection to cultures and commerce. I now propose three stages in the evolution of the secondhand clothing trade, shaped by the underlying transformations of northwest Europe, suggesting the ways in which the patterns of economic and social change affected this sector over time. The three stages are: (1) transition from scarcity, (2) growing abundance, and (3) industrial plenty. By defining these tripartite divisions we can better understand the evolution of the secondhand clothing trade, its features, and relative significance.

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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.700
Threshold uncertainty score0.316

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
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 head0.018
GPT teacher head0.203
Teacher spread0.186 · 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