The Indonesian Bronze-Casting Tradition: Technical Investigations on Thirty-Nine Indonesian Bronze Statues (7th–11th c.) from the Musée National des Arts Asiatiques – Guimet, Paris
Bibliographic record
Abstract
Des statues en bronze de divinités bouddhiques et hindoues furent produites dans l’archipel indonésien entre le VIIe et le XIe siècle environ. À ce jour, les études techniques consacrées à ces images restent rares et limitées à des pièces isolées. Afin de compléter nos connaissances sur les techniques de fonte du bronze en Indonésie, des examens techniques et des analyses ont été réalisés sur la collection du Musée national des arts asiatiques – Guimet à Paris. Une large gamme de méthodes analytiques a été utilisée, nous permettant d’obtenir une caractérisation préliminaire des procédés de fonte, des compositions d’alliages et des techniques de décoration. Les dépôts encore conservés à l’intérieur de quatre statues fournissent par ailleurs des informations importantes sur leur consécration rituelle.
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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 | 0.004 | 0.005 |
| Science and technology studies | 0.003 | 0.002 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.006 | 0.001 |
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.
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".