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Record W3184695455 · doi:10.4324/9780203017593-39

The archaeology of industrialization

2002· book-chapter· en· W3184695455 on OpenAlex
Marilyn Palmer

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

Venuenot available
Typebook-chapter
Languageen
FieldSocial Sciences
TopicHistorical and Cultural Archaeology Studies
Canadian institutionsnot available
Fundersnot available
KeywordsIndustrialisationArchaeologyGeographyPolitical scienceLaw

Abstract

fetched live from OpenAlex

Industrialization brought about a fundamental transformation in the social and economic structure of the western world in a very short space of time. Within a century, the adoption of sources of power other than human or animal muscle, together with the use of artificial lighting, meant that the lives of men and women need no longer be governed by the rhythm of the seasons, or even those of each day and night: they became subservient to the incessant demands of a machine which never slept. Traditional craft skills were no longer a valuable asset, since the machines could guarantee a standardized product which satisfied consumer demand, and speed of output was the main requirement. The nature of technological innovation meant that the production process was broken up into a number of discrete stages, since all processes were not mechanized at once: the yeoman clothier of Yorkshire in England, who had taken in wool and marketed his finished ‘piece’ in the cloth halls of Halifax or Leeds, was replaced by a spinner working in one place and a weaver in another. This fragmentation of the production process gave much greater powers of control to the capitalist entrepreneur, who could manipulate its different stages to satisfy market demand. His ability to control his workforce was assisted by its changing composition, since a man’s strength was no longer a prerequisite for many of the tasks he had once carried out and these could now be undertaken by women and children. Of necessity, the workforce lived near the mill, factory or workshop, enabling the entrepreneur to exercise some surveillance over their domestic as well as their working lives. The settlement pattern was transformed, and the pace of urbanization quickened. Increased output demanded a change in the transportinfrastructure, and within the same century tracks became paved roads and river navigation was supplemented by canals and railways. The construction of these still made use of human muscle, as machines were slow to replace a male workforce eager for employment when strength and persistence were the main requirements: technological innovation per se is a product of the twentieth rather than the nineteenth century, when manufacturers and employers were only too ready to spare their capital if people were available to undertake the tasks at a cheap rate. Such attitudes also prevailed in the extractive industries, where what was possible technologically was not necessarily employed when a cheap labour force was available.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.857
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.003
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.068
GPT teacher head0.277
Teacher spread0.209 · 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