MétaCan
Menu
Back to cohort
Record W2008805506 · doi:10.1080/09668130020032316

Environmental Policy Reform in the Post-communist Czech Republic: The Case of Air Pollution

2001· article· en· W2008805506 on OpenAlex
Martin Horák

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueEurope Asia Studies · 2001
Typearticle
Languageen
FieldSocial Sciences
TopicUrbanization and City Planning
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsCzechAir pollutionEnvironmental policyCommunismPollutionEnvironmental protectionEnvironmental pollutionEnvironmental planningPolitical scienceEnvironmental sciencePolitics

Abstract

fetched live from OpenAlex

THE DEVELOPMENT OF ENVIRONMENTAL POLICY in Western countries during the past three decades is a remarkable story of policy change driven by public concern. Environmental activists and Green parties have pushed environmental issues onto national government agendas in the face of stiff opposition from economic interests. In 1989 the world witnessed a new wave of environmental protest in East Central Europe (ECE). As environmental groups rallied public opposition to the region's failing communist regimes, many Western analysts predicted that grassroots activism would drive environmental policy reform in post-communist countries.2 This prediction turned out to be unfounded. Across the region, public concern about the environment plummeted after 1989 as the hardships of transition to a market economy took centre stage. Environmental policy came to be developed largely in isolation from societal pressures. In this article I examine the dynamics and results of environmental policy reform in the Czech Republic between 1989 and 1998. The first section analyses the changing nature of the driving forces behind environmental policy reform in the post-communist Czech Republic. In the late 1980s the Czech lands (then part of the former Czechoslovakia) had some of the most severe environmental problems in ECE, as well as one of the region's most significant grassroots environmental opposition movements. The prominence of environmental themes during the 'Velvet Revolution' of November 1989 resulted in the creation of a powerful Czech Environment Ministry headed by former 'green dissidents'. Yet the ministry's efforts to forge a more inclusive environmental policy process were soon undermined by a rapid and sustained decline in popular concern with the environment, attributable chiefly to the function of environmental protest in 1989 as an outlet for broader

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 imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.249
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.037
GPT teacher head0.319
Teacher spread0.282 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it