Análisis metalúrgico de la colección numismática
Bibliographic record
Abstract
Durante los trabajos de excavación en la Mezquita de El Cristo de la Luz se recuperaron en diversos contextos y unidades estratigráficas alrededor de 300 monedas. Este conjunto de monedas es un reflejo de la propia historia del monumento y de la ciudad de Toledo, pero también con su estudio a través de técnicas de análisis elemental podemos profundizar en aspectos de Historia económica de mayor alcance.El análisis de composición se ha realizado a 77 monedas mediante espectrometria de fluorescencia de rayos X.Se estudia la variación en las aleaciones empleadas en las momedas y en especial la devaluación del contenido de plata. Se comparan los datos obtenidos en las monedas de vellón del siglo XVI y XVII con la normativa de acuñación de la época.
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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 | 0.058 | 0.145 |
| Meta-epidemiology (narrow) | 0.003 | 0.003 |
| Meta-epidemiology (broad) | 0.003 | 0.002 |
| Bibliometrics | 0.003 | 0.007 |
| Science and technology studies | 0.002 | 0.006 |
| Scholarly communication | 0.009 | 0.004 |
| Open science | 0.005 | 0.002 |
| Research integrity | 0.003 | 0.006 |
| Insufficient payload (model declined to judge) | 0.041 | 0.126 |
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".