MétaCan
Menu
Back to cohort
Record W4379620856 · doi:10.12660/rbt.v2n2.2022.85873

APLICAÇÃO DA LEI 12.996/2014: ASPECTOS CONTROVERTIDOS NO TRANSPORTE RODOVIÁRIO DE PASSAGEIROS NO BRASIL

2022· article· pt· W4379620856 on OpenAlexaff
A. Schiller, F. F. Costa

Bibliographic record

VenueRevista Brasileira de Transportes · 2022
Typearticle
Languagept
FieldSocial Sciences
TopicBrazilian Legal Issues
Canadian institutionsDiscovery Air (Canada)
Fundersnot available
KeywordsHumanitiesPolitical sciencePhilosophy

Abstract

fetched live from OpenAlex

Este artigo aborda o panorama legal e regulatório do setor de transporte rodoviário interestadual de passageiros no Brasil no ano de 2022, oito anos depois de o legislador abolir as regras que exigiam a licitação para a prestação dos serviços e estabelecer a autorização como novo modelo de outorga, apresentando as controvérsias suscitadas aos tribunais e o seu impacto para a implementação do novo marco regulatório. Para esse fim, o trabalho apresenta, de um lado, o resultado de uma pesquisa que buscou identificar as ações judiciais propostas com o objetivo de questionar a outorga de autorizações nos moldes da Lei no 12.996/2014 e o posicionamento dos tribunais e, de outro lado, uma crítica aos desafios impostos pelos atores institucionais, em especial Judiciário, Congresso e Tribunal de Contas da União, em razão da imposição de barreiras à entrada mediante limitações jurídicas e regulatórias ao ingresso de novos prestadores de serviço e à implantação da livre concorrência no setor.

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)0.004
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Scholarly communication, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.463
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.000
Meta-epidemiology (narrow)0.0020.002
Meta-epidemiology (broad)0.0030.002
Bibliometrics0.0000.001
Science and technology studies0.0030.001
Scholarly communication0.0010.001
Open science0.0030.000
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0310.002

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 head0.027
GPT teacher head0.290
Teacher spread0.263 · 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; both teacher heads agree on what is shown here.

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
Published2022
Admission routes1
Has abstractyes

Explore more

Same venueRevista Brasileira de TransportesSame topicBrazilian Legal IssuesFrench-language works237,207