MétaCan
Menu
Back to cohort
Record W7161309311 · doi:10.7202/1125049ar

Security of Tenure in Foreclosure Proceedings: The Judicial Role when Borrowers are Absent or Self-Represented

2024· article· en· W7161309311 on OpenAlexaboutno aff
Anna J Lund

Bibliographic record

VenueOttawa Law Review · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicProperty Rights and Legal Doctrine
Canadian institutionsnot available
Fundersnot available
KeywordsForeclosureFair Housing ActGovernment (linguistics)Adversarial systemConsistency (knowledge bases)Security interestBalance (ability)Power (physics)

Abstract

fetched live from OpenAlex

The right to adequate housing requires that individuals not be evicted from their homes without being provided appropriate legal or other protections. In Canada, the federal government has promoted housing through mortgage-financed homeownership. Individuals risk losing their homes if they default on their mortgage. When an individual can no longer afford their mortgage payments, the law must reconcile the individual’s right not to be evicted without appropriate legal protections with a lender’s right to be paid. In a mortgage law system that prioritizes the economic interests of a lender, this is no easy task. This balance becomes especially difficult in court-based foreclosure proceedings because lenders are typically present and represented, and borrowers are frequently absent or self-represented. Through observing 105 residential foreclosure proceedings at the Edmonton Law Courts, this article explores the role of courts in preserving the integrity of the adversarial system and thereby promoting security of tenure. It examines how judges can adjust their role in the adversarial model to better protect self-represented and absent borrowers. It identifies nine strategies used by judges: scrutinizing the lender’s evidence, seeking additional information from the parties, scrutinizing the relief sought, raising new legal issues, enforcing consistency across cases, providing advice to borrowers, offering referrals to borrowers, encouraging negotiations, and assuming a problem-solving role. This article reveals that judges often assume an active role in an attempt to rectify the power imbalance in foreclosure proceedings. Furthermore, the mere presence of the borrower improves the judge’s ability to account for their interests in the proceedings and thereby safeguard their security of tenure.

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)0.016
metaresearch head score (Gemma)0.045
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: Empirical
Teacher disagreement score0.028
Threshold uncertainty score0.085

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0160.045
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0210.018
Scholarly communication0.0130.007
Open science0.0020.006
Research integrity0.0080.008
Insufficient payload (model declined to judge)0.0020.000

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 head0.019
GPT teacher head0.309
Teacher spread0.290 · 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

Citations0
Published2024
Admission routes1
Has abstractyes

Explore more

Same venueOttawa Law ReviewSame topicProperty Rights and Legal DoctrineFrench-language works237,207