Blurred Roles and Elusive Boundaries: On Contemporary Forms of Oversight Surrounding Professional Work
Bibliographic record
Abstract
Purpose– The purpose of this paper is to extend research on contemporary forms of oversight surrounding professional work in an era characterized by increased skepticism regarding professional claims and the rise of independent regulatory authorities. The authors investigate the interplay between key actors as well as the shifting role boundaries in a distinct regulatory space, following the introduction of a new public oversight framework.Design/methodology/approach– The analysis draws on the notions of regulatory space and boundary work to better understand the development of independent audit oversight in France. The authors adopted an interpretive approach to conduct a longitudinal case study based on 33 interviews and documentary data produced from 2003 to 2012.Findings– The study provides a narrative of the boundary work carried out by the French audit profession as it tried to reinvent its role in the new regulatory order. In the case, boundary work engendered a hybrid regulatory pattern, named “co-regulation,” reflecting both the logic of independent regulation and the logic of self-regulation. The main consequence of this is that zones of mutual involvement were constructed – thereby suggesting that to become a reality, independent oversight of professional work needs to accept some operational dependence from professionals.Originality/value– The study illustrates the elusiveness of boundaries surrounding actors’ role within contemporary forms of professional regulation. More generally, hybrid development suggests that professions are proactive and, to some extent, successful when it comes to developing alliances and manipulating changes within their regulatory space.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.039 | 0.051 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.005 | 0.004 |
| Science and technology studies | 0.017 | 0.109 |
| Scholarly communication | 0.022 | 0.018 |
| Open science | 0.003 | 0.015 |
| Research integrity | 0.005 | 0.005 |
| Insufficient payload (model declined to judge) | 0.003 | 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 source (direct Gemma or distilled Codex), 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".