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Record W4400780847 · doi:10.25730/vsu.2070.18.063

Local war in military-political strategy of the USA at the beginning of XXI century

2019· article· ru· W4400780847 on OpenAlex
Ю.М. Кузьмин

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

VenueВестник гуманитарного образования · 2019
Typearticle
Languageru
FieldSocial Sciences
TopicEuropean and Russian Geopolitical Military Strategies
Canadian institutionsnot available
Fundersnot available
KeywordsPoliticsPolitical scienceMilitary strategyEconomic historyHistoryPolitical economySociologyLaw

Abstract

fetched live from OpenAlex

В статье анализируется новая книга, подготовленная сотрудниками Института США и Канады РАН, в которой рассматриваются вопросы, связанные с современными локальными войнами и конфликтами. В данном исследовании затронут специфический спектр политики США в начале XXI века. Автор в своей статье останавливается на наиболее крупных тематических блоках, которые связывает воедино представленную исследователями картину. В статье прежде всего акцентируется внимание на таких проблемах, как стратегия США в локальной войне в Афганистане, борьба против Исламского государства, тенденции развития американоиранских отношений, европейские проблемы. Делается вывод о том, что мощнейшая в мире военная машина оказалась недостаточно приспособленной к ведению войн нового типа, войн локальных, главными противниками в которых оказываются террористические группировки, племенные ополчения и т.п. И для победы в таких конфликтах необходимо уметь использовать различные методы борьбы. The article analyzes a new book prepared by the staff of the Institute of the USA and Canada RAS, which deals with issues related to modern local wars and conflicts. In this research a specific range of US policy at the beginning of the XXI century is affected. The author in his article dwells on the largest thematic blocks that connect together the picture presented by the researchers. The article first of all focuses on such problems as the US strategy in the local war in Afghanistan, the struggle against the Islamic State, trends in the development of AmericanIranian relations, European problems. It is concluded that the worlds most powerful military machine was not sufficiently adapted to the conduct of a new type of war, local wars, the main opponents of which are terrorist groups, tribal militias, etc. And to win in such conflicts must be able to use different methods of struggle.

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)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.854
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.001
Science and technology studies0.0010.007
Scholarly communication0.0000.000
Open science0.0020.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0070.001

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 head0.016
GPT teacher head0.267
Teacher spread0.251 · 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