The Karkonosze House at the Lower Silesian Crafts and Industry Exhibition in 1905: The Search for a Regional Form of Architecture around 1900
Bibliographic record
Abstract
The development of tourism in the Karkonosze Mountains in the last quarter of the nineteenth century caused that the mountain villages turned into fashionable holiday resorts. The need to provide accommodation for more and more summer holidaymakers resulted in increased construction activity. Most of the new buildings did not fit into the natural and cultural landscape of the mountains, which caused increasing discontent among enthusiasts and experts of the Karkonosze Mountains. Attempts to solve this unfavourable situation were made by Jelenia Góra craftsmen, who proposed to create a model Karkonosze House, which as a cheap and aesthetic solution could be replicated by middle-aged townsmen willing to establish their own summer resort in the mountains. Designed by the Jelenia Góra company, the Albert Brothers, the house was presented at the Lower Silesian Exhibition of Crafts and Industry in Zgorzelec (Görlitz) in 1905 and gained great recognition.
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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 | 0.000 | 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 | 0.003 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.013 | 0.001 |
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".