MétaCan
Menu
Back to cohort
Record W121922419 · doi:10.3406/rjenv.2004.4252

Le bureau d'audiences publiques sur l'environnement (BAPE) : participation publique et évaluation environnementale au Québec

2004· article· fr· W121922419 on OpenAlexaboutno aff
Paule Halley, Mélissade Forte

Bibliographic record

VenueRevue Juridique de l Environnement · 2004
Typearticle
Languagefr
FieldEnvironmental Science
TopicEnvironmental and Social Impact Assessments
Canadian institutionsnot available
Fundersnot available
KeywordsPolitical scienceHumanitiesArt

Abstract

fetched live from OpenAlex

La procédure d'étude d'impact environnemental et d'examen public préalables à l'autorisation des activités majeures représente le premier régime caractéristique du droit de l'environnement. L'étude d'impact a fait son apparition, en 1969, dans la National Environmental PolicyAct américaine. Par la suite, ce régime fut introduit dans de nombreux pays et des institutions furent créées pour assurer l'examen public des impacts des projets. En 1978, le Québec fut la première province canadienne à se doter d'une procédure d'étude impact sur l'environnement et d'une institution indépendante, le Bureau d'audiences publiques sur l'environnement (BAPE), chargée de la procédure d'information et de participation du public. Depuis, le BAPE a développé une procédure d'information et de consultation publiques qui s'est avérée efficace et crédible. Avec le temps, le régime d'étude d'impact québécois a révélé qu'il n'était pas sans faille et sans défis à relever.

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)0.025
metaresearch head score (Gemma)0.029
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 score0.954
Threshold uncertainty score0.333

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0250.029
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0040.005
Science and technology studies0.0060.003
Scholarly communication0.0060.002
Open science0.0020.003
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0130.002

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 head0.026
GPT teacher head0.292
Teacher spread0.266 · 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

Citations2
Published2004
Admission routes1
Has abstractyes

Explore more

Same venueRevue Juridique de l EnvironnementSame topicEnvironmental and Social Impact AssessmentsFrench-language works237,207