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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 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
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.

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: Not applicable
GenreCandidate signal: Protocol · Consensus signal: Protocol
Teacher disagreement score0.458
Threshold uncertainty score0.971

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0010.000
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 head0.065
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