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Lawrence's Landscapes: Seven Pillars of Wisdom as Geography—Part I: Landscape Cognition, “Topopsychology,” Regional Geography, and Application to War

2011· article· en· W2614093116 on OpenAlexaffvenue
Ian A. Brookes

Bibliographic record

VenueArab world geographer · 2011
Typearticle
Languageen
FieldArts and Humanities
TopicTravel Writing and Literature
Canadian institutionsYork University
Fundersnot available
KeywordsMagnum opusPoliticsGeographyHistorical geographyPolitical geographyTerrainHistoryEconomic geographyHuman geographyCartographyPolitical scienceLaw

Abstract

fetched live from OpenAlex

This is Part One of a two-part paper on the geographical content of Seven Pillars of Wisdom, T. E. Lawrence's account of his army liaison work with Arab guerrillas during World War I. Overall, the paper seeks to advertise Lawrence's geographical sensibility and calls for the inclusion of his magnum opus in the canon of Middle Eastern geography. Part One deals with topics of a general nature concerning (1) landscape cognition as perceived by Lawrence; (2) the mental impact of landscape on Lawrence, here called “topopsychology” (3) the regional geography of the Middle East as perceived by Lawrence; and (4) Lawrence's application of geographical knowledge to strategic planning and the tactical execution of operations against Turk forces. The paper is prefaced by sections on the life of Lawrence, on the political and historical background to the Arab campaign, on the progress of the campaign, and on the terrain and climate of the region. Part Two will deal with Lawrence's geographical description and interpre...

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 categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.683
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
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.014
GPT teacher head0.224
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

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designObservational
Domainnot available
GenreEmpirical

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
Published2011
Admission routes2
Has abstractyes

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