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Record W7155171274 · doi:10.18778/0208-6069.113.12

Balancing of Fundamental Rights by the Employer? Employer’s Margin of Manoeuvre to Order Mandatory Vaccination and to Terminate or Suspend the Labor Contract of Non-Vaccinated Employees

2025· article· en· W7155171274 on OpenAlexaboutno aff
Péter Sziládi, Boldizsár Szentgáli-Tóth

Bibliographic record

VenueActa Universitatis Lodziensis Folia Iuridica · 2025
Typearticle
Languageen
FieldComputer Science
TopicCOVID-19 Digital Contact Tracing
Canadian institutionsnot available
Fundersnot available
KeywordsMargin of appreciationOrder (exchange)Fundamental rightsScope (computer science)State (computer science)Margin (machine learning)Private rightsHuman rightsRight to health

Abstract

fetched live from OpenAlex

During the (post-)COVID period, states rendered several restrictions of fundamental rights justified by the overarching interest in the protection of human life and public health. Among others, mandatory vaccination may be ordered by the employer, which imposes a clear limitation on employees’ rights to free conscience, self-determination, free occupation, and the right to work. Moreover, in several countries, the decision was vested in the employer for termination or suspension. In a public health emergency, strong arguments support the implementation and extension of mandatory vaccination requirements as well as further extraordinary steps, such as unprecedented allocation of competences, may be reasonable. Some countries opted for mandatory vaccination in healthcare institutions as either a condition of employment or a precondition for entering the institutions. In these cases, however, mainly states had to balance the colliding fundamental rights in order to determine an exact conclusion. On the contrary, involving private stakeholders (employers) in determining the scope of the mandatory vaccination requirement may overstep the lawfully increased margin of manoeuvre of state authorities during a public health emergency. Several states allowed mandatory vaccination in the private workplace on very differentiated grounds. Based on the comparison of three models constituted by Canada, Hungary, and Poland, our research outcome provides a proposed system of criteria for states to determine under which circumstances and under which limitations private employers may be authorized with the power of balancing fundamental rights, especially regarding mandatory vaccination.

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 distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.695
Threshold uncertainty score0.825

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.002
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0010.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.007
GPT teacher head0.260
Teacher spread0.253 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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