MétaCan
Menu
Back to cohort
Record W6999798990

The dreadful monster and its poor relations: taxing, spending and the United Kingdom, 1707-2021

2021· book· en· W6999798990 on OpenAlexaboutno aff

Bibliographic record

VenueUCL Discovery (University College London) · 2021
Typebook
Languageen
FieldArts and Humanities
TopicScottish History and National Identity
Canadian institutionsnot available
Fundersnot available
KeywordsMonsterArgument (complex analysis)State (computer science)Quarter (Canadian coin)Table (database)Kingdom
DOInot available

Abstract

fetched live from OpenAlex

It has always been an important part of British self-image to see the United Kingdom as an ancient, organic and sensibly managed place, in striking contrast to the convulsions of other European countries. To a limited degree this is true, but, as Julian Hoppit makes clear in this fascinating and surprising book, beneath the complacent surface the United Kingdom has in fact been in a constant, often very tense argument with itself about how it should be run and, most significantly, who should pay for what.
\n
\nThe book takes its argument from an eighteenth century cartoon which shows the central state as the 'Dreadful Monster', gorging itself at the dinner table on all the taxes it can grab. Meanwhile the 'Poor Relations' - Scotland, Wales and Ireland, both poor because of tax but also poor in the sense of needing special treatment - are viewed in London as an endless 'drain on the state'. With drastically different levels of prosperity, population, industry, agriculture and accessibility between the United Kingdom's different nations, what is a fair basis for paying for the state?

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 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: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.889
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 studies0.0040.001
Scholarly communication0.0010.001
Open science0.0000.000
Research integrity0.0000.001
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 head0.023
GPT teacher head0.194
Teacher spread0.171 · 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 teacher head, not a consensus.

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

Explore more

Same venueUCL Discovery (University College London)Same topicScottish History and National IdentityFrench-language works237,207