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
Josef Colloredo-Mannsfelds Travels Travels to North America (1904 - 1906) Řešitel Anežka Jiráková Školitel Doc. PhDr. Irena Štěpánová, CSc. Abstract Between years 1904 and 1906 realised Josef Colloredo-Mannsfeld (1866 - 1957) two travels to North America. He was accompanied by his wife Yvonne. Both several months lasting travels took place in winter. Their accurate reconstruction is impossible due to the lack of archive materials. Most information has been preserved in Joseph's itinerary, where he wrote about visiting Alaska and Yukon in 1904. Josef brought back a number of animal trophies and valuable ethnographic material, which now can be seen in Opočno castle or in Náprstek museum in Prague. The author of this diploma thesis focuses mainly on the reconstruction and describing of the travels, she also discusses the personality of Josef Colloredo- Mannsfeld and writes about hunting, travelling and understanding of ethnicity in the contemporary context.
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 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| 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