Preaching to the Choir? Rhetoric and Identity in a Polarized Age
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 might discourse generate political change? So far, democratic theorists have focused largely on how deliberative exchanges might shift political opinion. Responding to empirical research that casts doubt on the generalizability of deliberative mechanisms outside of carefully designed forums, this essay seeks to broaden the scope of discourse theory by considering speech that addresses participants’ identities instead. More specifically, we ask what may be learned about identity-oriented discourse by examining the practice of religious preaching. As we demonstrate, scholars of homiletics—the study of preaching—have identified three core features that support its focus on identity: its unconditionality, its appeal to authoritative texts and traditions, and its diffuse instrumentality. We then ask what each of these features might look like in more straightforwardly political contexts. Finally, we address several normative questions raised by this practice, as a way of exploring the promises and dangers accompanying identity-oriented discourse more generally.
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 | 0.001 | 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 | 0.000 | 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 it