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Record W7159893530

UK Tower Block: complete collection

2023· dataset· W7159893530 on OpenAlexaboutno aff
Miles; id_orcid 0000-0001-5512-5597 Glendinning, Edinburgh College of Art

Bibliographic record

VenueEdinburgh Research Explorer · 2023
Typedataset
Language
Field
Topic
Canadian institutionsnot available
Fundersnot available
KeywordsTowerIdentification (biology)Block (permutation group theory)Principal (computer security)DocumentationQuarter (Canadian coin)Cultural heritageNational archives
DOInot available

Abstract

fetched live from OpenAlex

The Tower Block UK image archive – the principal legacy of our HLF funded projects – is a database of around 4000 images of every multi-storey social housing development built in the UK in the post-war decades. The photographs were largely taken in the 1980s by Miles Glendinning and are made available here for the first time for public use. As many of the blocks documented in photographs have since been demolished, the archive functions in part as a repository of information on important aspect of national and local heritage that is now vanishing. The archive itself catalogued multi-storey blocks as part of the developments within which they were initially commissioned and built. It gives details of notable dates in construction, and other information on the processes of commissioning, designing and constructing mass social housing. While the most historically accurate identification labels in the database are the original overall development or project names, the archive also contains details of the individual blocks built. Beginning as the digitisation of one specific collection of details and photographs, over the course of the three-year-long Heritage Lottery-funded project, the archive expanded as residents and former residents of housing development were invited to contribute their own records, which have now been added to the archive. The images are made freely available under a Creative Commons attribution licence. Associated book: Miles Glendinning and Stefan Muthesius "Tower Block: Modern Public Housing in England, Scotland, Wales and Northern Ireland" (1994) Yale University Press. ISBN: 0-300-05444-0. Print.

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)0.009
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Dataset · Consensus signal: none
Teacher disagreement score0.576
Threshold uncertainty score0.605

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.009
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0060.010
Science and technology studies0.0020.001
Scholarly communication0.0080.005
Open science0.0020.004
Research integrity0.0020.001
Insufficient payload (model declined to judge)0.5760.582

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 head0.282
GPT teacher head0.428
Teacher spread0.146 · 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.

Study designNot applicable
Domainnot available
GenreDataset

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
Published2023
Admission routes1
Has abstractyes

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