Cerámica altomedieval en el Tolmo de Minateda (Hellín, Albacete, España)
Bibliographic record
Abstract
In this work we show the most important high medieval pottery context from the Tolmo of Minateda (Hellín, Albacete) based on their composition and stratified sequence. We establish three chronological horizons based on the continuous stratified sequence between the VII and IX century: the first horizon, that we consider visigothic period, with a dated between the second half of the VII century, and maybe, the first quarter of the VIII century; the second horizon, which is dated between the middle and the end of the VIII century being of earlier emiral period chronology, even though the morphology of this kind of productions is closer to the visigothic period ones; and the third horizon that dated on the IX century, in the same line of the emiral period pottery repertories which are documented in the Tudmir zone and some places of the east of Andalucia.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| 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 | 0.000 |
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".