Bibliographic record
Abstract
File Name: PM_071103_E_Zamora.jpg Sublocation: Catedral (Museo catedralicio) Location: Zamora Province: Castilla y León, Zamora Country: Spain Header: Tapices Flamencos; Serie Segundo paño de La parábola de los obreros de la viña; El pago del denario; Manufactura Bruselas, ¿Talleres de Pieter van Aelst?,c. 1500; Composición Seda y lana, 6hilos por cm; Medidas 418 x 657 cm; Situación Catedral de Zamora ; Procedencia Entró en la catedral antes de 1558; Exposición Museo catedralicio; Description: Flemish tapestry Series The Parable of the Labourers in the Vineyard The payment of the denarius (El pago del denario) Second tapestry in the series Manufacture Brussels, Pieter van Aelst's workshops (?) Ca 1500 Fabric Silk and wool, 6 warps per cm Size 418 x 657 cm Location Cathedral of Zamora, Cathedral Museum Origen Arrived at the cathedral before 1558 On display at Cathedral Museum Keywords: Castilla y León, Cultural heritage, Europe, Museum/private collection, Spain, Tapestry, Techniques, Zamora Author: Photo: Paul M.R. Maeyaert Copyright: Paul M.R. Maeyaert
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.055 | 0.025 |
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; both teacher heads agree on what is shown here.
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".