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Record W4415901478 · doi:10.1016/j.ssaho.2025.102167

An introduction to the educational tradition in the persianate world: A historicist approach to philosophical foundations

2025· article· en· W4415901478 on OpenAlexaff
Hossein Ghanbari

Bibliographic record

VenueSocial Sciences & Humanities Open · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicIslamic Studies and History
Canadian institutionsUniversity Canada WestUniversity of Victoria
Fundersnot available
KeywordsHistoricismPersianEliteValue (mathematics)Power (physics)

Abstract

fetched live from OpenAlex

This qualitative study employs Historicism to examine the marginalization of Persian thought within academic discourse. Drawing on sources from Greek historiography, Arab-Islamic narratives, and literature reviews of the Persians, this study thematically analyzes and identifies the power dynamics in the dominant intellectual Greek and Arab-Islamic thought, which have historically overshadowed Persian contributions. By tracing these narratives, the study infers and classifies three core principles of Persian thought, with particular attention to religio-linguistic tolerance, the role of elite figures and divine Khvarenah , and the civilizational concept of Iranshahr . Historicism structures this analysis by highlighting how Persians conceptualized. Kherad (ancient Persian wisdom) as the basis for governance, cultural preservation, and the transmission of knowledge to subsequent traditions, including Hellenistic and Arab-Islamic tradition. In doing so, the study not only demonstrates the methodological value of a Historicist lens but also proposes a conceptual framework for further exploration of Persian educational philosophy and socio-cultural traditions.

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)0.003
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.006
Threshold uncertainty score0.029

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0050.012
Scholarly communication0.0030.005
Open science0.0010.002
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0060.000

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 head0.117
GPT teacher head0.384
Teacher spread0.268 · 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 designTheoretical or conceptual
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
Published2025
Admission routes1
Has abstractyes

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