Neither Smarter nor Stronger: Bill 161 is a Step Backwards for Access to Justice and Community-Based Legal Services in Ontario
Bibliographic record
Abstract
Schedule 16 of Bill 161, the Smarter and Stronger Justice Act, will replace, if passed, the Legal Aid Services Act, 1998 (LASA 1998) with a new Legal Aid Services Act, 2019 (LASA 2019).\nThe Bill, if passed, will have profoundly negative impacts on the clients and communities served by Ontario’s community legal clinics and community-driven boards. These clinics engage in “clinic law” through: a) the determination of their communities’ legal needs; b) the provision of individual and collective legal services to provide access to justice in numerous and intersecting areas of law; and c) the development and reform of the law as it systemically affects low-income and other disadvantaged communities. Bill 161 seriously weakens the ability of community legal clinics to engage in meaningful, sufficiently funded legal work to address the everyday violations of legal rights of low-income individuals and disadvantaged communities.\nMore particularly, if passed, LASA 2019 will: \n1. Significantly limit the scope of “clinic law” services in Ontario and thus fundamentally change the statutory mandate of community legal clinics;\n2. Dramatically alter community legal clinics’ ability to engage in systemic law reform and community organizing aimed at the roots of low-income people’s everyday legal issues;\n3. Weaken the ability of community legal clinics and their independent boards to adequately determine and respond to the needs of low-income and disadvantaged communities; and\n4. Diminish opportunities to educate future lawyers in community-based advocacy.\nFurthermore, there is reason to believe that additional restrictions on the structure and scope of community legal clinics would flow from the implementation of LASA 2019 given the provincial government’s recent cuts to the legal aid system, the limitations placed on law reform and community organizing work during Legal Aid Ontario (LAO)’s implementation of these cuts, and the stated goals of the ongoing (and confidential) “Legal Aid Modernization Project.” In particular, Schedule 15 of Bill 161 will cancel all existing funding agreements between community legal clinics and LAO, which must be renegotiated within six months of the Bill coming into force. There is serious concern that such high-pressure, behind-the-scenes negotiations will result in further restrictions on clinic practice, funding, and independence.\nIn summary, LASA 2019 will limit the capacity of legal clinics and their boards to properly assess and address community legal needs, and the government’s approach will deepen and extend poverty and marginalization in the province. We strongly recommend that the Ontario Legislature reject Schedules 15 and 16 of Bill 161 and instead engage in public, meaningful, and open consultations with low-income and marginalized communities and their clinics about needed reforms to the legal aid system in Ontario.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.009 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.020 | 0.006 |
| Scholarly communication | 0.008 | 0.003 |
| Open science | 0.002 | 0.004 |
| Research integrity | 0.008 | 0.006 |
| Insufficient payload (model declined to judge) | 0.048 | 0.007 |
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".