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Record W2755337014 · doi:10.5380/rinc.v4i3.51532

Consumer law in Constitution: a big mistake? The specific case of aviation in Brazil

2017· article· pt· W2755337014 on OpenAlexaboutno aff
Delphine Defossez

Bibliographic record

VenueRevista de Investigações Constitucionais · 2017
Typearticle
Languagept
FieldSocial Sciences
TopicComparative International Legal Studies
Canadian institutionsnot available
FundersCenters for Disease Control and Prevention
KeywordsConventionLawConstitutionConsumer protectionConsumer Protection ActConsumer Bill of RightsPolitical scienceCivil aviationMistakeAgency (philosophy)Value (mathematics)BusinessLaw and economicsEconomicsAviationSociologyEngineering

Abstract

fetched live from OpenAlex

Globalisation, alongside with the growth in trade and wealth has influenced the considerable development of consumer law over the last 50 years. In some countries, consumer rights have been embraced at the highest Constitutional level. For instance, in Brazil, consumer protection has been given a constitutional value. This constitutional value has been reinforced by the approach taken by the Federal Supreme Court of Brazil with regard to that nation’s Consumer Code (CDC). In spite of the existence of a specific federal agency with its own rules to govern civil aviation, the services rendered by airline companies are also subject to the Consumer Code. For an obscure reason, and even though logic would favor application of the Montreal Convention, Brazilian judges prefer to apply the Brazilian Consumer Code to international air service, in cases involving consumers. The conflict between the Montreal Convention and the CDC is limited to one area, which is one of the most important areas regulated by the Convention, namely the civil responsibility of the carrier. This paper demonstrates that the inclusion of consumer rights as Constitutional rights does not improve the standard of consumer protection but instead put a heavy burden on airlines and in the case of the CDC even creates legal uncertainty.

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)0.006
metaresearch head score (Gemma)0.011
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: none
Teacher disagreement score0.083
Threshold uncertainty score0.166

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.011
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.002
Science and technology studies0.0060.019
Scholarly communication0.0050.007
Open science0.0010.003
Research integrity0.0040.004
Insufficient payload (model declined to judge)0.0040.000

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 head0.111
GPT teacher head0.368
Teacher spread0.257 · 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

Citations3
Published2017
Admission routes1
Has abstractyes

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Same venueRevista de Investigações ConstitucionaisSame topicComparative International Legal StudiesFrench-language works237,207