Bibliographic record
Abstract
The present study provides a comparative analysis of whitewashed stucco moldings and polychrome gilded altarpieces, major elements of the distinct decorative style that originated in colonial Goa during the period under investigation. The study’s comparative approach focuses on the combination of these materials and the entangled evolution of their decorative motifs. The article employs Antonio Gramsci’s theory of cultural hegemony to analyze the artistic patronage of a selected group of religious buildings that are particularly important from the perspective of their decorative program. The theory of cultural hegemony is applied to the discursive and stylistic formulations of the local secular clergy against the background of jurisdictional conflict between the Crown and the Holy See. Through this approach, this study highlights the ability of local elites to legitimize their status and assert their dominance though active consensus strategies, namely the persuasive effects of baroque architecture. The distinct quality of the Goan baroque that emerged within this process of artistic appropriation, is here interpreted in its transversal, emulative and intrinsically allusive aspects.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.006 | 0.022 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".