Bibliographic record
Abstract
Abstract: This article focuses on the re-regulatory nature of certain European economic freedoms and the subsequent effects on social justice. It examines contentious judgements delivered by the Court of Justice of the European Union (CJEU), wherein private economic arrangements and mobility affect core public goods (namely health care and education) and certain specified fundamental rights (such as the protection of human dignity, the right to family life, and the right to strike). The general critique that cross-border market transactions represent a de facto clash between solely private 'economic' interests and public 'social' considerations is rejected. Such a dichotomy is readily manipulated to evidence the CJEU's preference for a neo-liberal private law society - whereby core socializing characteristics of the welfare state are undermined to ensure market competition. This reinforces the biased rhetoric of a 'common interest' and fails to understand the raison d'etre behind the economic mobility provisions. Critical analysis requires a more holistic premise advanced by Kukovec, through which the question of a just balance is actually between individual 'freedoms' and 'limitations'. With this more balanced nuance, the compatibility of the controversial decisions with Böhm's ordo-liberal private law society may be observed - whereby market actors are afforded proportionate protection from both state actor interference (e.g., Elchinov, Watts, and Baumbast) and powerful non-state actor interference (e.g., Laval and Viking). This article does not promote the argument that all judgments by the CJEU in this regard are explicitly well motivated. The contrary may be said regarding a number of - now infamous - politically sensitive cases. Such methodological failure has contributed to fears of a neo-liberal driven union. However, and this is the crux of the matter, this does not mean that the substantive outcomes support these fears.
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 | 0.061 | 0.103 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.015 | 0.050 |
| Scholarly communication | 0.023 | 0.013 |
| Open science | 0.003 | 0.015 |
| Research integrity | 0.040 | 0.027 |
| Insufficient payload (model declined to judge) | 0.008 | 0.001 |
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".