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Record W4284892199 · doi:10.31171/vlast.v30i3.9075

Государственная политика в области подготовки педагогических кадров в СССР в послевоенные годы

2022· article· ru· W4284892199 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

VenueВласть · 2022
Typearticle
Languageru
FieldSocial Sciences
TopicEducational Practices and Challenges
Canadian institutionsnot available
Fundersnot available
KeywordsAppealModernization theoryState (computer science)Political sciencePoliticsThe RepublicQuarter (Canadian coin)Social scienceSociologyPublic relationsPedagogyGeographyLaw

Abstract

fetched live from OpenAlex

The changes that took place in the last quarter of the 20th century in the political, economic and cultural life of Russia necessitated the modernization of the modern educational system. In this regard, an appeal to the experience of the past seems very relevant. The author considers main directions and tasks of the state policy in the field of teachers training in the post-war period as an integral part of the five-year plans for the development of the national economy of the country. The main sources of research are the documents of the State Archive of the Republic of Buryatia. Published sources on the history of school education in Buryatia and the history of the Buryat-Mongolian State University also played a great role in revealing the topic. Using the example of Buryatia the author establishes that pedagogical education, which is in dire need of teachers and schools, developed in accordance with all state guidelines. The development and strengthening of the material and technical base, the high level of scientific and pedagogical qualifications of the teaching staff of the Buryat-Mongolian State Pedagogical Institute, its constant interaction and cooperation with public education authorities were important conditions for the Institute to fulfill its main task – the quality training of teachers for general education schools in Buryatia.

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)0.003
metaresearch head score (Gemma)0.001
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: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.669
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0050.001
Scholarly communication0.0000.001
Open science0.0020.001
Research integrity0.0000.002
Insufficient payload (model declined to judge)0.0500.003

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 head0.082
GPT teacher head0.395
Teacher spread0.314 · 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