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Record W3021709107 · doi:10.1111/fcre.12487

An Interdisciplinary Case Management Protocol for Child Resistance or Refusal Dynamics<sup>†</sup>

2020· article· en· W3021709107 on OpenAlexaboutno aff
Francine Cyr, Karine Poitras, Élisabeth Godbout

Bibliographic record

VenueFamily Court Review · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicFamily Dynamics and Relationships
Canadian institutionsnot available
Fundersnot available
KeywordsResistance (ecology)PsychologyFocus groupConflict resolutionIntrospectionProtocol (science)AccountabilityConflict managementQualitative researchSocial psychologyMedical educationMedicinePolitical scienceSociologyLaw

Abstract

fetched live from OpenAlex

High‐conflict parental separation cases associated with child's estrangement or contact refusal take an unusually large amount of court time and generate high emotional costs for parents and children. This paper reports on a study of a research‐based pilot project and protocol, called the Parenting Conflict Resolution (PCR), which is intended to reduce parental conflict, improve interparental communication, and support or restore the parent–child relationship. The protocol was developed at the Superior Court in Quebec City (Canada), and involves single judge case management, and lawyers' commitment to have the child's best interests as their primary consideration and to guide their clients to trust the process. The assigned judge and lawyers have the ongoing involvement of a mandated psychotherapist, taking a family systems approach with the case. The PCR also requires the parents to participate in a psycho‐educational, introspective group program to work on co‐parenting and communication skills. Ongoing communication between the professionals involved in the PCR is required to ensure cohesion and accountability. This pilot project was implemented with 10 high‐conflict families, 6 of which presented with the child's resistance or refusal to see one parent. A qualitative data study was undertaken into the experiences of all the participants. The most salient result is the resumption of parent–child contact in all six contact refusal cases. Discussion highlights key elements to successfully address these cases: (a) interdisciplinary program delivery, (b) systemic understanding of the contact problems, (c) focus on the child's best interest, (d) single judge assigned to the case, (e) lawyers' support of the parents' participation, and (f) psychotherapist reporting to the court.

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)0.052
metaresearch head score (Gemma)0.051
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: Methods · Consensus signal: none
Teacher disagreement score0.092
Threshold uncertainty score0.309

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0520.051
Meta-epidemiology (narrow)0.0010.002
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.002
Science and technology studies0.0040.001
Scholarly communication0.0020.002
Open science0.0030.004
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0920.026

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 head0.065
GPT teacher head0.409
Teacher spread0.344 · 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
GenreMethods

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

Citations12
Published2020
Admission routes1
Has abstractyes

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