Festive Leisure and Rural Sport in the Basque <i>Mugak: Sare and Extalar</i> Cases
Bibliographic record
Abstract
This paper describes and analyses two cross-border sports festivals in the western Pyrenees: the Day of the Smugglers of Sare and the Festival of the Tradition of the wood pigeons hunt of Lizaieta (Etxalar-Sare). The selected examples show how border communities use rural sports in festive contexts to bring together people from both sides of the border (emic limit) and to express their thoughts about the state border. To address this research, an ethnographic methodology based on the observation of festive events and interviews with participants has been employed. The article addresses the identity of this border area whose inhabitants do not consider themselves entirely French, Spanish, or Basque, but all at once under the self-designation of fronterako jendea (the people of the border). In short, our study examines the role that local culture plays in defining and shaping border areas.
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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 | 0.001 |
| Science and technology studies | 0.008 | 0.004 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.003 |
| 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".