MétaCan
Menu
Back to cohort
Record W4289355304 · doi:10.1093/lawfam/ebac013

Experience with Ontario’s <i>Parenting Plan Guide</i> and <i>Template</i>

2022· article· en· W4289355304 on OpenAlex
Rachel Birnbaum, Nicholas Bala

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueInternational Journal of Law Policy and the Family · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicMulticultural Socio-Legal Studies
Canadian institutionsQueen's UniversityThe King's University
Fundersnot available
KeywordsLegislatureMultidisciplinary approachPlan (archaeology)ConciliationPsychologyMental healthResource (disambiguation)Medical educationNursingPolitical sciencePublic relationsMedicinePsychiatryLawMediation

Abstract

fetched live from OpenAlex

Abstract Detailed, voluntary parenting plans are being increasing used in many jurisdictions. In conjunction with legislative reforms that came into effect in Canada in 2021 and specifically provide for parenting plans in place of traditional custody and access orders, the Ontario Chapter of the Association of Family and Conciliation Courts (AFCC-O) tasked a multidisciplinary group to prepare materials to assist professionals and parents in making parenting plans, including providing developmentally appropriate advice about parenting time schedules. This research project involved surveys and interviews with a total of 103 participants (lawyers, judges, mediators, mental health professionals, and parents) about their experiences with parenting plans and the AFCC-O materials. The use of parenting plans has increased as a result of the legislative changes, new resources to assist in making plans, and the accompanying professional education programmes. Professionals and parents appreciate having access to the type of jurisdictionally specific resource materials prepared by multidisciplinary groups, and judges have made significant use of these materials. The materials are especially useful for parents who have access to appropriate professional support and who have good literacy skills, and for lower conflict cases. It is, however, clear that the parenting plan materials have limitations, and in particular these resources have limited utility for self-represented litigants and cannot help in resolving higher conflict cases and those cases where family violence exists.

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)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.956
Threshold uncertainty score0.950

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.038
GPT teacher head0.330
Teacher spread0.292 · 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