Judicial Institutionalization and Business Elite Trust in the Post-Communist Courts
Bibliographic record
Abstract
The existing survey research in post-communist societies focuses disproportionately on the mass citizenry and largely ignores questions about elite support for judicial institutions. This study examines business elite’s confidence in the post-communist legal systems and assesses the effects of judicial institutionalization on their perceptions. It argues that as post-communist constitutional courts develop, their institutionalization helps generate positive elite perceptions of the country’s legal system. This study tests hypotheses regarding business elite confidence in the legal system with the Business Environment and Enterprise Performance Survey data. The results show that the level of constitutional court institutionalization is an important determinant of business elite’s perceptions of the legal system. During the 1999-2005 period, businesspersons in countries with highly institutionalized constitutional courts are on average 23.5% more likely to express high level of confidence in their legal systems relative to businesspersons in countries where constitutional courts are weakly institutionalized.
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How this classification was reachedexpand
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 | 0.001 | 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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".