The effect of COVID‐19 lockdowns on political support: Some good news for democracy?
Why is this work in the frame?
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Full frame distilled prediction
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.
- Candidate categories
- Metaresearch
- Consensus categories
- none
- Domain
- Candidate signal: noneConsensus signal: none
- Study design
- Candidate signal: Theoretical or conceptualConsensus signal: none
- Genre
- Candidate signal: EmpiricalConsensus signal: none
- Teacher disagreement score
- 0.830
- Threshold uncertainty score
- 0.967
- Validation status
machine_predicted_unvalidated·codex-gemma-dda1882f352a
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.011 | 0.041 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
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.
- Teacher spread
- 0.298 · how far apart the two teachers sit on this one work
- Validation status
score_only:v0-immature-baseline· verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it
Abstract
Abstract Major crises can act as critical junctures or reinforce the political status quo, depending on how citizens view the performance of central institutions. We use an interrupted time series to study the political effect of the enforcement of a strict confinement policy in response to the COVID‐19 pandemic. Specifically, we take advantage of a unique representative web‐based survey that was fielded in March and April 2020 in Western Europe to compare the political support of those who took the survey right before and right after the start of the lockdown in their country. We find that lockdowns have increased vote intentions for the party of the Prime Minister/President, trust in government and satisfaction with democracy. Furthermore, we find that, while rallying individuals around current leaders and institutions, they have had no effect on traditional left–right attitudes.
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.
The record
- Venue
- European Journal of Political Research
- Topic
- Electoral Systems and Political Participation
- Field
- Social Sciences
- Canadian institutions
- University of TorontoUniversité de Montréal
- Funders
- University of TorontoUniversité de MontréalKing's College London
- Keywords
- Status quoPoliticsCoronavirus disease 2019 (COVID-19)DemocracyPolitical scienceEnforcementGovernment (linguistics)PandemicPolitical efficacyPrime ministerSurvey data collectionPublic administrationPolitical economyLawSociologyMedicine
- Has abstract in OpenAlex
- yes