MétaCan
Menu
Back to cohort
Record W2490116068

La política comercial de la UE y su impacto en los derechos laborales: una aproximación a los posibles efectos de la firma del TTIP y del CETA

2016· article· es· W2490116068 on OpenAlexaboutno aff
Adoración Guamán Hernández

Bibliographic record

VenueLex social: revista de los derechos sociales · 2016
Typearticle
Languagees
FieldSocial Sciences
TopicHuman Rights and Immigration
Canadian institutionsnot available
Fundersnot available
KeywordsPolitical scienceHumanitiesPhilosophy
DOInot available

Abstract

fetched live from OpenAlex

La Comision Europea ha afirmado su intencion de acelerar las negociaciones de la Asociacion Transatlantica sobre Comercio e Inversion, entre la Union Europea y los Estados Unidos de America, mas conocido como TTIP por sus siglas en ingles y de proceder a la ratificacion del Tratado entre la UE y Canada (CETA) antes del final de 2016. No obstante, a lo largo de estos ultimos meses han surgido numerosas voces criticas respecto de ambos tratados y las posibles consecuencias de estos tratados sobre la economia y en particular sobre el empleo y los derechos sociales y laborales. A efectos de aproximarnos a estas consecuencias el articulo aborda analisis en dos fases: en primer lugar se analizan las previsiones especificamente laborales que se han introducido, o se pretenden introducir en los textos, dentro del marco de la politica comercial de la UE; en segundo lugar se estudian las consecuencias de los principales instrumentos contenidos del TTIP y del CETA, sobre los derechos de las y los trabajadores. Finalmente se pondran en relacion ambas partes del analisis a efectos de valorar el efecto del tratado sobre los derechos laborales en ambos lados del Atlantico.

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 imitation

Not 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.

metaresearch head score (Codex)0.005
metaresearch head score (Gemma)0.012
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.940
Threshold uncertainty score0.119

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.012
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.004
Science and technology studies0.0050.007
Scholarly communication0.0110.006
Open science0.0010.006
Research integrity0.0030.004
Insufficient payload (model declined to judge)0.0120.001

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.

Opus teacher head0.026
GPT teacher head0.369
Teacher spread0.343 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
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

Citations1
Published2016
Admission routes1
Has abstractyes

Explore more

Same venueLex social: revista de los derechos socialesSame topicHuman Rights and ImmigrationFrench-language works237,207