La Balma de la Vall (Montblanc, Tarragona): ocupaciones de corta duración durante el Paleolítico superior final en las Montañas de Prades
Bibliographic record
Abstract
Este artículo presenta los trabajos realizados en el yacimiento de la Balma de la Vall (Montblanc, Tarragona). Las primeras excavaciones, a inicios de los 1980, identificaron distintos niveles de ocupación humana relacionados con el Paleolítico superior final. Entre los años 2011-2013 la excavación se reemprendió con los objetivos de definir la sucesión arqueo-estratigráfica, obtener dataciones absolutas, y caracterizar el tipo de ocupaciones que generaron los conjuntos arqueológicos. De esta forma, hemos identificado una secuencia que comprende tres niveles arqueológicos, con dataciones que los asocian al XV milenio cal BP, y por tanto al Magdaleniense superior final. Los análisis de las materias primas líticas empleadas, la composición de los conjuntos y las secuencias de reducción permiten definir las ocupaciones como cortas o de baja intensidad. La Balma de la Vall constituye así una de las primeras evidencias de ocupación humana de la Cordillera Prelitoral Catalana.
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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 | 0.001 | 0.002 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.002 | 0.001 |
| 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".