New Maritimity and Heritagization in Catalonia’s Small‐Scale Fisheries
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
Abstract Catalonia is undergoing a process of maritime heritagization embedded in the coast’s postindustrial context and the growing intensification of tourism over the past 50 years, providing some small‐scale fishermen with opportunities to adapt to the current fishery crisis. These initiatives are transforming conventional fishing patterns and may take different shapes: services for tourists who want to go out on the water for a day of “real fishing” on boat tours, the use and restoration of centuries‐old ships, and local seafood catering services providing meals on land and at sea. This paper explores these initiatives in light of new mobility studies, aiming to analyze the changes that are occurring in the work of small‐scale fisheries, to situate them in a wider structural context, and to understand the extent of these recent transformations and how they are tied to heritagization mechanisms. We wish to shed light on whether these changes are related to a decrease in small‐scale fishing activity and a related loss in local environmental knowledge, or a form of renewal of local fishing practices and of “being in the coastal world.” Could it be the dawn of a “new maritimity,” a part of the rising “new rurality”?
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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