MétaCan
Menu
Back to cohort
Record W3045858742 · doi:10.1111/fcre.12505

New <scp>AFCC</scp> Guidelines for Parenting Coordination (2019)

2020· article· en· W3045858742 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

VenueFamily Court Review · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicMarriage and Family Dynamics
Canadian institutionsnot available
Fundersnot available
KeywordsIntervention (counseling)Task (project management)Task forceStatutePsychologyMulticulturalismWork (physics)Political scienceEngineeringLawPublic administrationPsychiatry

Abstract

fetched live from OpenAlex

In 2017, AFCC President Annette Burns (2017–18) commissioned a Task Force, led by Dr. Debra Carter, to review the many changes and developments in parenting coordination that had occurred across the United States, in Canada, and across the world in the approximately 12 years since the 2005 Parenting Coordination Guidelines were released. Though primarily commissioned to update and revise the 2005 Guidelines, the Task Force also identified emerging issues in need of exploration – the use of technology in parenting coordination, parenting coordination as an intervention when intimate partner violence is a component of the dynamic, the importance of multicultural awareness and responsiveness, and the overall impact of the statutes, rules, and regulations that had evolved in significantly varying forms since parenting coordination first presented as an intervention for court‐involved families. The work of the Task Force, including the new (2019) Guidelines for Parenting Coordination, is presented.

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)0.007
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: Not applicable
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.143
Threshold uncertainty score0.868

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
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 head0.127
GPT teacher head0.384
Teacher spread0.258 · 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