Bibliographic record
Abstract
Considerable scholarly attention has been given to Charter ’77 as a site of dissent in the former Czechoslovakia. Yet there was a socially embedded site of resistance that was active long before the dissidents. We call this site the Czech woodcraft culture. With its mass popularity and its potent references to Native American anti-colonialism, the woodcraft culture has still barely registered among researchers. In this paper, we offer the first scholarly account of the origins of Czech woodcraft culture, starting in the early twentieth century. We argue that subsequent transformations of the woodcraft culture in the Czech landscape should be understood as popular, complex, and often ambiguous practices of resistance, from the internationalist inversions of a national bourgeois order in the inter-war period, to nostalgic and paradoxically nationalist subterfuges of the Soviet-imposed regime after 1968. We trace how, as a response to the state socialist regime’s cultural and political pressures, the activities of Czech woodcraft culture were “layered with memories and experiences rooted in the pre-communist period” (Bren, 2002: 124). The Czech woodcraft culture as a whole provided its adherents with an autonomous space that enabled new forms of sociality, immersions in the natural world, and a host of long-standing voluntary associative activities that preceded the emergence of localized environmental movements and other sites of dissent around the Czech lands.
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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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.009 | 0.021 |
| Scholarly communication | 0.011 | 0.005 |
| Open science | 0.001 | 0.008 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.004 | 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 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".