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Record W4206045309 · doi:10.15593/2224-9982/2021.66.01

PERM SCIENTIFIC SCHOOL OF BEARINGS FOUNDED BY PROFESSOR BORIS ALEXANDROVICH IVANOV

2021· article· en· W4206045309 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

VenuePerm National Research Polytechnic University Aerospace Engineering Bulletin · 2021
Typearticle
Languageen
FieldEngineering
TopicEngineering Diagnostics and Reliability
Canadian institutionsnot available
Fundersnot available
KeywordsQuarter (Canadian coin)Section (typography)ManagementEngineeringSociologyHistoryComputer science

Abstract

fetched live from OpenAlex

The article is devoted to the 100th anniversary of the birth of an outstanding teacher and scientist, professor of the Perm Polytechnic Institute (PPI), now PNRPU, Boris AlexandrovichIvanov, one of the founders of the PPI, a participant in the Great Patriotic War. Boris Alexandrovich graduated from the Kazan Aviation Institute and defended his PhD thesis in 1956; since 1957 he became the head of the department"Machine Parts". Since 1963, the department began to develop a scientific direction-the study of the performance of mainly aircraft rolling bearings. After the All-Union Congress on Machine Reliability held in Perm in 1964, Boris Alexandrovich introduced a section on reliability to the course "Machine Parts". In 1965, on his initiative, a section of reliability and friction units was created at NTO MASHPROM, in which the staff of the department held scientific and technical conferences every two years with the wide participation of specialists from different cities of the country. Scientific and technical seminars with reports were held every quarter, mainly from the enterprises of the city. A brilliant lecturer and educator-teacher of young employees, Boris Alexandrovich paid great attention to improving their pedagogical and scientific qualifications, especially supported the independent work of young people. Under the leadership of Boris Alexandrovich, eleven candidate dissertations were completed and successfully defended, he was confirmed in the title of professor and honored worker of the higher school. So the Perm School of Bearing Workers, well-known in the country, was created. Boris Alexandrovich has always remained in the memory of grateful students.

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)0.003
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: Empirical
Teacher disagreement score0.560
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.003
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 integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.017
GPT teacher head0.257
Teacher spread0.239 · 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