Cultural contacts and identity construction: a colonial context in NE Spain (2nd - early 1st c. B.C.)
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
This paper focuses on a century of interaction between a colonial agent (Rome) and an indigenous people (known in classical texts as the Laietani ) who inhabited the area before the arrival of the conquerors. It investigates how contact between the two societies may be detected in the archaeological record, and, where possible, what changes in local culture resulted. The first part, which presents the archaeological sites of the Cabrera de Mar valley and its material culture, documents the contacts over time between those that occupied the valley and those who arrived from the Italian peninsula. A number of indices of such contacts are considered: architecture, construction techniques, imported pottery, epigraphy, and the monetary system. The second part considers whether it is possible to detect in the valley not only cultural contact but also cultural change.
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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 | 0.000 | 0.003 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it