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Record W7030346027

The Montreal Declaration on Free Access to Law (MDFAL) of 2002: A Weak Reed for Global Realization of the Right to Access Legal Information

2021· article· en· W7030346027 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

VenueJournals & Books Hosting (International Knowledge Sharing Platform) · 2021
Typearticle
Languageen
FieldComputer Science
TopicArtificial Intelligence Applications
Canadian institutionsnot available
Fundersnot available
KeywordsDeclarationRealmInformation accessFree accessRealization (probability)International lawOrder (exchange)sort
DOInot available

Abstract

fetched live from OpenAlex

The beginning of 2000 witnessed emergence of global campaigns for realization of the right to access legal information. The campaigns were initiated by activists of the Free Access to Law Movements (FALM). In order to make the campaigns more formal the FALM drafted the Montreal Declaration on Free Access to Law (MDFAL) of 2002. Although the principles of the MDFAL of 2002 are good it suffers from a sort of ‘birth defect’ problems, one of which being the fact that the MDFAL of 2002 is not in the realm of international law. One can only assume that if the MDFAL of 2002 was in the realm of international law, realization of its principles would be more realistic than it is now. The aim of this article is to provide a critique of the MDFAL of 2002 which makes realization of the right to access legal information illusive. Keywords: Free Access to Legal Information, Legal information, Legal information institutes, Montreal Declaration on Free Access to Law DOI: 10.7176/JLPG/105-09 Publication date: January 31 st 2021

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)0.001
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScholarly communication
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.958
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0020.003
Open science0.0040.001
Research integrity0.0000.000
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 head0.076
GPT teacher head0.364
Teacher spread0.288 · 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