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 article explores the conditions that are required for a fully developed cultural and artistic activity (production, consumption and reception) going on within or in vital connection with the immigrant community.Drawing on the experience of Slovenian emigrant communities in other European countries, Australia, Argentina, Canada, the United States, Africa and the Arabian Peninsula, and the experience of the largest immigrant communities in Slovenia, that is the Bosniak-Muslim community, the Serbian, the Croatian, the Macedonian, the Montenegrin, the Albanian, and most of the Romany community, the author summarizes, from the viewpoint of literary and cultural historian, the most evident sets of factors that have been found relevant in terms of shaping those conditions in the case of the abovementioned communities.Relying on an information grid extracted from a most diverse selection of sources, the author attempts to point to some relevant aspects that have been largely neglected in the field of cultural historiography.
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) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.003 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.001 |
| 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