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.
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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 | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.024 | 0.003 |
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".