The Social Construction of Transformative Political Events
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.
Bibliographic record
Abstract
Comparative political scientists have sought to remedy their subdiscipline’s structuralist tendencies by paying greater analytical attention to transformative political events. Yet, our conceptual understanding of events remains rudimentary. The article addresses this conceptual gap in two ways. First, it foregrounds symbolic meaning-making as the constitutive attribute of events. Second, it demonstrates that events are not inherently agency-facilitating by developing the concept of prospectively framed events. These are occurrences that actors know will take place, but of whose outcome they are uncertain. Political challengers frame the upcoming event so as to discursively trap incumbents into political action they would rather not undertake. The article demonstrates this process by tracing the conflict between secessionist challengers and political incumbents within the Catalan nationalist movement between 2006 and 2010. The concluding section discusses the causal implications of the argument.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.011 | 0.012 |
| 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 it