New Brunswick (Minister of Health and Community Services) v. G.(J.): En Route to More Equitable Access to the Legal System
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.
Bibliographic record
Abstract
Dans l'arrt G. (J.), la Cour supreme du Canada a statu6 que les parents sans ressources dont les enfants risquent d'8tre mis en tutelle dans les procedures de garde ont le droit, en vertu de 1'article 7 de la Charte, d'8tre repr6sentds par un avocat r6muner6 par l'ttat, pourvu qu'ils r6pondent A certains crit~res d'admissibilit6 similaires a ceux qui s'appliquent aux justiciables accuses au criminel et d6sirant recevoir les services d'un avocat r6mun6r par l'ttat.Relativement A des causes pr~cgdentes invoquant les int~rets de libert6 et de s6curit6 dcrits A l'article 7, l'auteure aborde la fagon dont G.(J.) affecte la capacit6 des justiciables sans ressources de retenir les services d'un avocat du secteur priv6.Elle termine en disant que, bien que l'arrt constitue une avanc6e importante et que les principes pr~sent6s par la Cour pourraient etre appliqu6s A d'autres types de causes, il ne touche pas l'aspect syst~mique de l'acc~s au syst~me juridique.Par cons6quent, I'auteure propose de consid6rer I'article 7 diff6remment et de donner une nouvelle definition de l'importance de la repr6sentation juridique en tant qu'616ment essentiel du respect des droits et du droit i des avantages.I.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it