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Record W2345320072 · doi:10.5901/mjss.2016.v7n3p44

Posted Workers Directive 96/71/EC in the Framework of Free Movement of Services

2016· article· en· W2345320072 on OpenAlex

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueMediterranean Journal of Social Sciences · 2016
Typearticle
Languageen
FieldSocial Sciences
TopicPolish Legal and Social Issues
Canadian institutionsnot available
Fundersnot available
KeywordsDirectiveFree movementLegislationDirective on Privacy and Electronic CommunicationsJurisprudenceMember stateDisplacement (psychology)State (computer science)Movement (music)LawBusinessInterpretation (philosophy)Political scienceMember statesData Protection DirectiveComputer scienceEuropean unionEuropean Union lawInternational tradePsychologyAlgorithm

Abstract

fetched live from OpenAlex

This paper aims to analyze Directive 96/71 on posted workers which regulate an aspect of free movement of services, that of moving workers from one state to another state within the movement of services. Provisions of directive 96/71 aim to remove obstacles and uncertainties and limitations that affect the implementation of the free movement of services in the displacement of workers from one country to another. Issues Laval, Viking, and interpretation of the jurisprudence of the ECJ occupy a prominent place in this paper, after serving as guides for the implementation of the Directive by the Member States, as well as various conflicts between national legislation regarding the status of displaced workers and their rights provided by the Directive. DOI: 10.5901/mjss.2016.v7n3p44

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.

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)0.005
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.284
Threshold uncertainty score0.880

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.002
Scholarly communication0.0000.001
Open science0.0020.000
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 head0.035
GPT teacher head0.340
Teacher spread0.305 · 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