The American South: Explorations on southern attachments and personal values
Bibliographic record
Abstract
Group membership is central to understanding political behavior and political psychology. However, regional group membership is rarely examined, despite its relevance to political psychology and personal values. To address this, we investigated the relationships among southern identity, southern nationalism, southern pride, and southern constructive patriotism for the U.S. South, as well as the connections between personal values and southern attachments. Results from the structural equation modeling (N = 268) revealed that stronger southern identity predicted more southern nationalism, southern pride, and southern constructive patriotism. Additionally, greater endorsement of conservation values predicted stronger southern identity and southern pride; those favoring self-transcendence values exhibited less southern nationalism and more southern constructive patriotism; and those with higher self-enhancement values expressed more southern nationalism. This study confirms the predictive role of southern identity on other southern attachments and provides support for how different southern attachments are related to but distinctive from each other.
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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 | 0.002 | 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 | 0.001 | 0.002 |
| 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".