Kurpie. Antropologiczno-historyczne studium kształtowania się tożsamości mieszkańców Puszczy Zielonej
Bibliographic record
Abstract
The author presents the mechanisms of shaping the cultural identity of the Kurpies – a community inhabiting the forested area of north-eastern Mazovia since the second half of the 17th century. The key research category was family and collective memory and the ways of transmitting it. Thanks to it, the Kurpies have retained their family cultural capital based on the transmission of traditional values from generation to generation. The publication uses (sometimes for the first time) archival and memoir sources (starting in the 18th century), studies illustrating “the image of the Kurpies” as seen from the outside in the elite discourse (from the first quarter of the 19th century to the interwar period), documentation and research results (after World War II), as well as the author's own observations and materials from discussions with many local authorities and experts.
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.
How this classification was reachedexpand
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.005 | 0.004 |
| Meta-epidemiology (broad) | 0.006 | 0.002 |
| Bibliometrics | 0.002 | 0.000 |
| Science and technology studies | 0.007 | 0.010 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.004 | 0.004 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.053 | 0.006 |
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; both teacher heads agree on what is shown here.
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".