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Record W2969540040 · doi:10.1386/jciaw.13.1.21_1

Legacy, legitimacy and compromise: Baghdad’s visionary Yusuf Al-Ani and postcolonial Iraq

2019· article· en· W2969540040 on OpenAlexaff
Tareq Y. Ismael

Bibliographic record

VenueJournal of Contemporary Iraq & the Arab World · 2019
Typearticle
Languageen
FieldSocial Sciences
TopicPolitics and Conflicts in Afghanistan, Pakistan, and Middle East
Canadian institutionsUniversity of Calgary
Fundersnot available
KeywordsMonarchyLegitimacyCompromiseDemisePoliticsContext (archaeology)Period (music)State (computer science)Gender studiesSociologyAncient historyPolitical scienceArtHistoryLawAestheticsArchaeology

Abstract

fetched live from OpenAlex

Yusuf al-Ani’s influence on the development of popular theatre and his desire to convey his art through a deliberative expression of contemporary popular understandings of how Iraqis saw themselves are explored. Insights into some of his interactions with other artists and the social milieu of the period prior to the overthrow of the monarchy are established as a way of exploring the social context in which al-Ani worked. Reflections on the devastation of Iraq’s civil society broadly – and its intellectuals in particular – emerge from al-Ani’s insights into the social and political demise of the Iraqi state and its comparison with the overthrow of the monarchy. Al-Ani’s impact is referenced through direct contemporaneous accounts and multiple formal interviews from 1986, 2005, 2007 and 2008.

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)0.006
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.043
Threshold uncertainty score0.123

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.005
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.002
Science and technology studies0.0430.046
Scholarly communication0.0140.005
Open science0.0010.008
Research integrity0.0040.009
Insufficient payload (model declined to judge)0.0040.000

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 head0.023
GPT teacher head0.300
Teacher spread0.277 · 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 designQualitative
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

Citations2
Published2019
Admission routes1
Has abstractyes

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