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Record W3081759939 · doi:10.12987/9780300162677

The Tragedy of Cambodian History

2017· book· en· W3081759939 on OpenAlexaboutno aff
Benjamin McArthur

Bibliographic record

VenueYale University Press eBooks · 2017
Typebook
Languageen
FieldSocial Sciences
TopicCambodian History and Society
Canadian institutionsnot available
Fundersnot available
KeywordsCommunismEconomic historyIndependence (probability theory)Tragedy (event)Vietnam WarUnrestPolitical scienceQuarter (Canadian coin)HistoryPoliticsPower (physics)Ancient historyGeographyLawSociologySocial scienceArchaeology

Abstract

fetched live from OpenAlex

The political history of Cambodia between 1945 and 1979, which culminated in the devastating revolutionary excesses of the Pol Pot regime, is one of unrest and misery. This book by David P. Chandler is the first to give a full account of this tumultuous period. Drawing on his experience as a foreign service officer in Phnom Penh, on interviews, and on archival material. Chandler considers why the revolution happened and how it was related to Cambodia’s earlier history and to other events in Southeast Asia. He describes Cambodia’s brief spell of independence from Japan after the end of World War II; the long and complicated rule of Norodom Sihanouk, during which the Vietnam War gradually spilled over Cambodia’s borders; the bloodless coup of 1970 that deposed Sihanouk and put in power the feeble, pro-American government of Lon Nol; and the revolution in 1975 that ushered in the radical changes and horrors of Pol Pot’s Communist regime. Chandler discusses how Pol Pot and his colleagues evacuated Cambodia’s cities and towns, transformed its seven million people into an unpaid labor force, tortured and killed party members when agricultural quotas were unmet, and were finally overthrown in the course of a Vietnamese military invasion in 1979. His book is a penetrating and poignant analysis of this fierce revolutionary period and the events of the previous quarter-century that made it possible.

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)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.082
Threshold uncertainty score0.163

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.004
Science and technology studies0.0090.008
Scholarly communication0.0070.005
Open science0.0010.004
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0140.001

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 head0.040
GPT teacher head0.223
Teacher spread0.184 · 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.

The models applied no category: nothing in the taxonomy fit this work.
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

Citations2
Published2017
Admission routes1
Has abstractyes

Explore more

Same venueYale University Press eBooksSame topicCambodian History and SocietyFrench-language works237,207