The fading of the state: Corporate–government networks in the Netherlands
Bibliographic record
Abstract
This article contributes to an understanding of how business–state relations have evolved over past decades by analyzing elite interlocks between the corporate sector and the state over the period 1969–2006 in the Netherlands. These interlocks create links between the top decision centers of the largest corporations and public administration. A comparative analysis over time of the network of corporate–state interlocks for the years 1969, 1996 and 2006 reveals that ties that were very frequent in 1969 are in decline, reflecting and confirming a rapid disentanglement of the corporate sector from what was until the 1980s an example of neo-corporatist socio-economic arrangement. The disappearance of industrial policy, privatization of state-owned corporations, the emergence of autonomous administrative units, and the ‘hollowing out’ of the state, all contribute to the fading of the state. The network structure that remains in place – albeit thin – is not dominated by either the state or business but rather a partnership between separate forces. At the same time many of the previous state–business relations are now established outside the span of control of the state. The state is left out. Our study suggests that by the time the financial crisis hit in 2007, the social fabric making for fruitful state–business cooperation was gone.
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.
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 | 0.002 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.004 |
| Science and technology studies | 0.002 | 0.003 |
| Scholarly communication | 0.006 | 0.005 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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".