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Record W3044870073 · doi:10.46869/2707-6776-2020-10-3

The Concept of Modernization of the Ottoman Empire in the XVIII century

2020· article· en· W3044870073 on OpenAlexaboutno aff
Andrii Chalyi

Bibliographic record

VenueProblems of World History · 2020
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicGlobal Economic and Social Development
Canadian institutionsnot available
Fundersnot available
KeywordsModernization theoryIdeologyPoliticsEmpireCivilizationQuarter (Canadian coin)Political sciencePolitical economySociologyHistoryLawArchaeology

Abstract

fetched live from OpenAlex

Article examines views and current conceptions of theory of modernization applied to the so called “Eastern societies” and more to the Ottoman Empire as the most prominent non-European political actor and one of few states that survives the domination of the “West” during XIX century. Due to its origins in 1960’s, theory of modernization encompassed wide and numerous ideas, theories and concepts in desperate attempt to clarify, how backward and generally weak, comparing to its Eastern neighbors-rivals European civilization (mainly Western European) became economically and so force politically stronger and suddenly turned the tables, enslaved almost all the world for century. Europeans created new or renovate old institutions (frequently in spite of themselves) to became fitter than their competitors in worldwide struggle for wealth, both political and economic. Theory of modernization tries to explain when, how and by whom these changes were incentivized. It took a few decades to create various and rarely views depends on scholar’s scientific methodology and research methods, ideological preferences and ethnicity. Simultaneously, such European-based theories were applied to the non-Western societies due to find out the reasons of their second-rate positions, which appeared obvious to anyone in the last quarter of the XIX century. Author tries to apply a methodic instrument given by theory of modernization to analyze the process of reforms in XVIII century Ottoman Empire and what their efforts in political, economical and moreover mental spheres lead them into a trap of vicious circle of reform. The main question, were the innovations, provided by Ottomans a simple westernization (in the meaning of mindless compilation of European-created institutions) or in was straight purpose to emulate “Western” societies – to become stronger and sufficient, using their own resource and methods.

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: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.047
Threshold uncertainty score0.094

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0030.013
Scholarly communication0.0040.003
Open science0.0000.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.185
Teacher spread0.151 · 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

Citations3
Published2020
Admission routes1
Has abstractyes

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