“Judge Lynch” in the Court of Public Opinion: Publicity and the De-legitimation of Lynching
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
How does violence become publicly unacceptable? I address this question in the context of lynching in the United States. Between 1880 and the 1930s, public discourse about lynching moved from open or tacit endorsement to widespread condemnation. I argue this occurred because of increasing publicity for lynchings. While locals justified nearby lynchings, publicity exposed lynching to distant, un-supportive audiences and allowed African Americans to safely articulate counternarratives and condemnations. I test this argument using data on lynchings, rail networks, and newspaper coverage of lynchings in millions of issues across thousands of newspapers. I find that lynchings in counties with greater access to publicity (via rail networks) saw more and geographically dispersed coverage, that distant coverage was more critical, and that increased risk of media exposure may have reduced the incidence of lynching. I discuss how publicity could be a mechanism for strengthening or weakening justifications of violence in other contexts.
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 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 | 0.011 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.008 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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