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Record W7116671553 · doi:10.14746/aq.2025.36.1

Kilka refleksji metodycznych o badaniach architektury w historii sztuki

2025· article· pl· W7116671553 on OpenAlexaboutno aff
Jarosław Jarzewicz

Bibliographic record

VenueArtium Quaestiones · 2025
Typearticle
Languagepl
FieldArts and Humanities
TopicArchitecture and Art History Studies
Canadian institutionsnot available
Fundersnot available
KeywordsInterpretation (philosophy)Field (mathematics)Data collectionQuarter (Canadian coin)Comparative historical research

Abstract

fetched live from OpenAlex

The article reviews the current situation and trends in research in the field of the history of architecture. Various research methods are used, including traditional ones, which produce excellent results, and modern ones that have emerged relatively recently due to revolutionary technological progress. Among the latter, the use of modern measurement and analytical techniques that provide new data for interpretation is particularly fruitful. Based on examples of research from the last quarter of a century, excellent progress has been noted in research based on both the latest technologies and those based on the use of updated traditional tools. Modern techniques and methods do not render traditional methods (such as the comparative or genetic method) obsolete, but supplement them by providing substantial new data, which allows them to be used in a more precise way. A collection of many data (observation statements) alone is not an explanation. It should be organized in the form of a theory, statements that answer the basic question: Why is it like this and not different? In the case of art history, this is called interpretation.

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.

How this classification was reachedexpand

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 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: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.652
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.000
Science and technology studies0.0030.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.001

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 head0.010
GPT teacher head0.253
Teacher spread0.243 · 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

Classification

machine, unvalidated

Machine predicted; both teacher heads agree on what is shown here.

Study designNot applicable
Domainnot available
GenreOther

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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