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Record W4281922798 · doi:10.26443/jiows.v6i1.126

Review: Faisal H. Husain, Rivers of the Sultan: The Tigris and Euphrates in the Ottoman Empire. New York: Oxford University Press, 2021.

2022· article· en· W4281922798 on OpenAlexvenueno aff
Isacar Bolaños

Bibliographic record

VenueThe Journal of Indian Ocean World Studies · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicTransboundary Water Resource Management
Canadian institutionsnot available
Fundersnot available
KeywordsOttoman empireEmpireState (computer science)Ancient historyPeriod (music)HistoryPoliticsArchaeologyClassicsArtPolitical scienceLaw

Abstract

fetched live from OpenAlex

In Rivers of the Sultan: The Tigris and Euphrates in the Ottoman Empire, Faisal H. Husain examines the early modern Ottoman state’s management of the Tigris and Euphrates rivers. Building on the foundational works of Alan Mikhail and Sam White, Rivers of the Sultan is the latest book to enhance our understanding of the environmental history of the Ottoman Empire during the early modern period. Divided into three parts (‘The Amphibious State,’ ‘The Water Wide Web,’ and ‘The Rumblings of Nature’), the book guides readers through the political developments and environmental factors that shaped Ottoman rule in the Tigris-Euphrates basin between the sixteenth and eighteenth centuries. The final product is an empirically rich and methodologically sophisticated study that makes high-stakes contributions to various historiographies.

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)0.004
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.301
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0020.001
Scholarly communication0.0000.000
Open science0.0020.000
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 head0.034
GPT teacher head0.274
Teacher spread0.240 · 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
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
Published2022
Admission routes1
Has abstractyes

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