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Record W4206539581 · doi:10.31857/s086919080017794-0

Cultural and Economic Type and Archaeological Appearance of the Cimmerians (a Brief Historiographical Review)

2021· article· en· W4206539581 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

VenueVostok Afro-Aziatskie obshchestva istoriia i sovremennost · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicEurasian Exchange Networks
Canadian institutionsnot available
Fundersnot available
KeywordsHistoriographyQuarter (Canadian coin)Period (music)Argumentation theoryHistoryHorizonArchaeologyStatement (logic)ClassicsAncient historyLinguisticsArtPhilosophyAesthetics

Abstract

fetched live from OpenAlex

The article discusses various opinions related to the solution of the “Cimmerian problem”, set out in the Russian-language scientific literature in the period of the XX-beginning of the XXI centuries. Special attention is paid to the historiography of the question of the cultural and economic type of the Cimmerians and the approach of various researchers to its definition. The author also considers the question of the material culture of the Cimmerians and the archaeological sites associated with them, their interpretations and various hypotheses proposed at different times by researchers of the archeology of the Early Iron Age, chronological concepts. The author supports the hypothesis of T.M. Kuznetsova about the insufficient argumentation of the statement about the Cimmerians-nomads and the hypothesis of V.R. Erlikh about the identification with the Cimmerians of archaeological sites of the classical Novocherkassk stage of the pre-Scythian period, which is characterized by a peculiar and massive complex of horse equipment and weapons of soldiers-riders. In a wide chronological range, these sites can be dated no earlier than the last quarter of the 8th, and probably no later than the middle of the 7th century BC. The horizon of the few monuments of the “Jabotinsky type” in the south of Eastern Europe, which does not have a local substrate, is considered to belong to the early Scythians no earlier than the end of the first quarter of the 7th century, before the beginning of their cam-paigns in Transcaucasia, the countries of Near Asia in the 7th century BC.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.661
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0010.002
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.041
GPT teacher head0.300
Teacher spread0.259 · 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