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Record W3183134750

A tutela jurisdicional do desenvolvimento sustentável na perspectiva do direito ambiental no Brasil, nos Estados Unidos e no Canadá (The Jurisdictional Protection of Sustainable Development from the Perspective of Environmental Law in Brazil, the United States and Canada)

2019· article· pt· W3183134750 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

VenueSSRN Electronic Journal · 2019
Typearticle
Languagept
FieldSocial Sciences
TopicBrazilian Legal Issues
Canadian institutionsnot available
Fundersnot available
KeywordsTribunalJurisprudenceDoctrinePolitical scienceHumanitiesSupreme courtLawCommon lawLegal doctrinePhilosophy
DOInot available

Abstract

fetched live from OpenAlex

Portuguese Abstract: No ar􏰀go e abordada, sob a o􏰀ca do direito comparado, a legi􏰀mida- de processual para a tutela do meio ambiente e a promocao do desenvol- vimento sustentavel. Sao inves􏰀gadas cien􏰀ficamente, com um vies cri􏰀co, doutrina e jurisprudencia sobre a materia nos Estados Unidos e no Canada. Constam no ar􏰀go avaliacoes da recente jurisprudencia do Superior Tribunal de Jus􏰀ca (STJ) e do Supremo Tribunal Federal (STF) sempre relacionadas com a doutrina e a legislacao de regencia que regula o meio ambiente e o desenvolvimento sustentavel no Brasil. English Abstract: The article addresses, from the perspective of comparative law, the procedural legitimacy for the protection of the environment and the promotion of sustainable development. It scientifically investigates, with a critical bias, the doctrine and doctrine and case law on the subject in the United States and Canada.The article includes evaluations of the recent jurisprudence of the Superior Court of of Justice (STJ) and the Federal Supreme Court (STF) always related to the doctrine and legislation that regulates the environment and sustainable development in Brazil.

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)0.003
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Research integrity
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.652
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0020.001
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.003
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 head0.005
GPT teacher head0.227
Teacher spread0.222 · 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