Rethinking Role Residual: Retired Police Officers and the Inertia of Habitus
Bibliographic record
Abstract
In this paper, we bring conceptual clarity to the literature on "role residual." Based on the extant literature and our own research involving police retirees, we first delineate three empirical variants of role residual: emotional, cognitive, and behavioral. We then make the case that a comprehensive understanding of the phenomenon requires a theoretical framework capable of conceptualizing role residual in a way that is consistent with a broader theory of practice. To that end, we use Bourdieu's work to argue that role residual comprises states of being or behavior that occur at the intersection of (a) schemas and dispositions inscribed in the habitus as a result of one's prior role-specific orientation to the field, and (b) a configuration of proximate conditions in the present that is sufficiently similar to what one would have experienced while in one's prior role.
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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 | 0.003 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.004 |
| 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)
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".