MétaCan
Menu
Back to cohort
Record W1981475255 · doi:10.1144/1470-9236/07-016

Terrain evaluation for Allied military operations in Europe and the Far East during World War II: ‘secret’ British reports and specialist maps generated by the Geological Section, Inter-Service Topographical Department

2008· article· en· W1981475255 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.

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

VenueQuarterly Journal of Engineering Geology and Hydrogeology · 2008
Typearticle
Languageen
FieldEarth and Planetary Sciences
TopicGeological Modeling and Analysis
Canadian institutionsnot available
Fundersnot available
KeywordsSection (typography)TerrainService (business)CartographyGeographyHistoryGeologyArchaeologySeismologyEconomyAdvertisingBusiness

Abstract

fetched live from OpenAlex

Between November 1943 and June 1946, at least 16 geologists assisted the Inter-Service Topographical Department (ISTD), a British military unit primarily of geographers, under Royal Navy auspices, to prepare reports and geotechnical maps to guide planning of Allied military operations. Reports assessing terrain factors were generated with geologist assistance for parts of Italy, France, Germany, Austria, the Low Countries and the Balkan region; also for Malaya, parts of Indonesia, Thailand, Indo-China, Formosa, Hainan, Hong Kong and the nearby Chinese mainland. The Geological Section ISTD, as it was officially designated from August 1944, based at Oxford, had an authorized establishment of four Royal Engineers officers (briefly assisted by a few US, Canadian and Dutch military personnel), but simultaneously involved up to 12 earth scientists or engineers by August 1945; it was the only team of British military geologists to be constituted (except in India) in either World War. Its work marks a significant if largely unknown phase in the development of engineering and hydrogeological terrain evaluation skills prior to the evolution of terrain analysis as a major discipline postwar, revealed by declassified reports now preserved in the UK within the National Archives and the Royal Geographical Society's library; maps at the British and the Bodleian libraries; and documents in the University of Birmingham's Lapworth Museum of Geology.

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: Simulation or modeling · Consensus signal: Simulation or modeling
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.078
Threshold uncertainty score0.988

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 head0.010
GPT teacher head0.195
Teacher spread0.185 · 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