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Record W4321020885 · doi:10.18254/s207987840024212-2

Ottoman Military Campaigns in the Peloponnese in the Second Quarter of the 15th Century: Military-Political Aspect

2023· article· en· W4321020885 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueIstoriya · 2023
Typearticle
Languageen
FieldEnergy
TopicGlobal Energy Security and Policy
Canadian institutionsnot available
Fundersnot available
KeywordsQuarter (Canadian coin)Ancient historyByzantine architectureFellPunitive damagesPoliticsState (computer science)Ottoman empireHistoryResistance (ecology)ClassicsLawPolitical scienceGeographyArchaeologyCartography

Abstract

fetched live from OpenAlex

In this article, the author examines the causes, course and results of the Ottoman military campaigns in the Peloponnese in the second quarter of the 15th century. The author comes to the conclusion that the raids of the Ottoman commander Turahan Bey in 1423, 1431 and 1435 were rather local acts of aggression aimed at intimidating the Morean despots and were intended to prevent the expansion of Byzantine influence in Greece and in the north of the Peloponnese. At the same time, the Ottoman campaign against the Peloponnese in 1446 had the character of a punitive expedition. Sultan Murad II personally led the invasion of the Morea, which speaks of the desire of the Ottomans to eliminate the center of resistance in this region once and for all. The shameful vassalage, which the Despotate of Morea fell into after the sack of the Peloponnese by the Ottomans, actually put an end to the attempts of the despot Constantine Palaiologos to create a strong, independent and self-sufficient state in the place of the Morea.

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.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.878
Threshold uncertainty score0.966

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
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 head0.013
GPT teacher head0.247
Teacher spread0.235 · 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