Neo-Weberianism, Professional Formation and the State: Inside the Black Box
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
This paper outlines a neo-Weberian approach to state-sponsored social closure in professional formation. Despite its advantages, state decision-making is not typically well-defined or examined in neo-Weberian analyses. Neo-Weberianism is differentiated from Max Weber’s own work on social action and rationality, which generally provides a more subtle interpretation of state socio-political processes. The paper explores how policy formation can be more incisively analyzed inside the black box of state decision-making from a Weberian perspective. This is exemplified by the passage of the 1858 Medical Act in the United Kingdom establishing the state-supported medical profession. While further work is necessary in filling in the black box, this paper charts an important future path for neo-Weberian analyses of professions, and their relationship with the state.
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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 | 0.005 | 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 | 0.003 | 0.002 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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