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Peter the Great’s scientific instruments in the collections of Kunstkamera

2023· article· en· W4380905444 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

VenueVestnik of Saint Petersburg State University of Culture · 2023
Typearticle
Languageen
FieldComputer Science
TopicLibrary Science and Information
Canadian institutionsnot available
Fundersnot available
KeywordsQuarter (Canadian coin)Cabinet (room)GlobeArt historyEmperorHistoryMistakeArtVisual artsAncient historyArchaeologyLawPolitical science

Abstract

fetched live from OpenAlex

The history of modern collections of MAE (Kunstkamera) RAS roots to Peter the Great’s private gatherings. However, the ascertainment of correlation of modern museum objects with the ones which were in the museum in the first quarter of the 18th century demands complicated research – work with the objects, archival documents and historiographical background. Results of this kind of work with scientific instruments are presented in the current article. The research leads to the conclusion that seven objects presented at modern expositions can be surely determined as originating from Peter the Great’s collections: the Great Gottorf (Academic) globe, armillary sphere, lens, two sundials, goniometer and protractor. Twenty-five more instruments can be also associated with Peter the Great’s collections, but the discovery of additional documentary evidence is hardly possible. They are compasses, telescopes, backstaff and a row of drawing instruments (compasses, protractors, rulers, angles, levels and pens). Some museum objects (such as B. Scott’s boussole and N. G. Chizhov’s sundial) came to the memorial Emperor’s cabinet in the second half of the 18th – first half of the 19th century by mistake, they could not be made in the first quarter of the 18th century.

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)0.000
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: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.561
Threshold uncertainty score0.217

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0000.000
Scholarly communication0.0000.002
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 head0.012
GPT teacher head0.191
Teacher spread0.179 · 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