Durable Relationship and Family Members “by Analogy” in the European Union
Bibliographic record
Abstract
Rights of residence derived from a durable relationship with an EU citizen, are left to a relatively wide discretion of the Member States. Pursuant to Article 2.2 (b) Directive 2004/38/EC (“Directive”), “the partner with whom the Union citizen has contracted a registered partnership, on the basis of the legislation of a Member State, if the legislation of the host Member State treats registered partnerships as equivalent to marriage and in accordance with the conditions laid down in the relevant legislation of the host Member State” qualifies as family member. Provided that they have a durable relationship (duly attested) with an EU citizen, pursuant to Article 3.2(b), unregistered partners are as well beneficiaries of the Directive. The durable relationship was expressly excluded from the scope of Article 2(2)(b): “Unlike the amended proposal, it does not cover de facto durable relationships” (EU Commission, Document 52003SC1293). Article 3 (2)(a) covers “other family members” (no restrictions as to the degree of relatedness) if material support is provided by the EU citizen or by his partner or where serious health grounds strictly require the personal care of the family member by the Union citizen. Pursuant to Article 3.2, “other family members” and unregistered partners can attest a durable relationship, must be facilitated entry and residence, in accordance to the host Member State’s national legislation. In the light of Preamble 6 Directive, the situation of the persons who are not included in the definition of family members, must be considered “in order to maintain the unity of the family in a broader sense”. The questions discussed in this paper are the following: (i) are Member States genuinely considering the concept of durable relationship in view of maintaining the unity of the family in a broader sense? and (ii) how to overcome legal uncertainty and which criteria, both at EU and at international level, can be taken into account in order to assess whether a durable relationship is genuine and should be granted the rights set forth by the Directive?
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 | 0.003 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.005 | 0.012 |
| Scholarly communication | 0.004 | 0.004 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.005 | 0.003 |
| 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".