MétaCan
Menu
Back to cohort
Record W4406084409 · doi:10.11648/j.ijecs.20240906.19

The Application and Impact of Plant Dyes in Renaissance Art: Historical Analysis and Cultural Significance

2024· article· en· W4406084409 on OpenAlexaff

Bibliographic record

VenueInternational Journal of Education Culture and Society · 2024
Typearticle
Languageen
FieldArts and Humanities
TopicCultural Heritage Materials Analysis
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsThe RenaissanceArtHistoryArt history

Abstract

fetched live from OpenAlex

Plant dyes played a crucial role in the artistic practices of the Renaissance, possessing both cultural and symbolic significance. As naturally derived pigments, their application demonstrated advancements in craftsmanship and technological innovation, while also shaping artists’ creative paradigms, visual methodologies, and aesthetic frameworks. This study examines key Renaissance artworks to highlight the distinctive characteristics of plant dyes in color application and their innovative visual impacts, emphasizing their roles in oil painting and textile arts. The vivid and emblematic hues of plant dyes were intricately tied to the era’s religious, philosophical, and socio-cultural milieu, often symbolizing themes of nature, spirituality, and social hierarchy. Furthermore, the utilization of plant dyes was deeply connected with advancements in early botanical studies, the expanding art trade, and the development of craft industries like weaving and dyeing. The widespread adoption and enhanced accessibility of plant dyes during the Renaissance underscore the period’s intellectual engagement with the natural world and the resurgence of classical humanistic values. Adopting an interdisciplinary methodology, this research combines insights from art history, cultural studies, and material science to investigate the diverse influences of plant dyes on Renaissance art. This study provides fresh perspectives on the role of plant dyes in shaping artistic practices, uncovering the intricate interplay between art, culture, and the natural world during this transformative epoch.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.012
Threshold uncertainty score0.024

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.003
Science and technology studies0.0030.007
Scholarly communication0.0030.003
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0040.000

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 head0.018
GPT teacher head0.301
Teacher spread0.283 · 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; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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
Published2024
Admission routes1
Has abstractyes

Explore more

Same venueInternational Journal of Education Culture and SocietySame topicCultural Heritage Materials AnalysisFrench-language works237,207