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Record W4229014416 · doi:10.1080/14616734.2020.1840762

Attachment goes to court: child protection and custody issues

2021· article· en· W4229014416 on OpenAlexaff
Tommie Forslund, Pehr Granqvist, Marinus H. van IJzendoorn, Avi Sagi-Schwartz, Danya Glaser, Miriam Steele, Mårten Hammarlund, Carlo Schuengel, Marian J. Bakermans‐Kranenburg, Howard Steele, Phillip R. Shaver, Ulrike Lux, John Simmonds, Deborah Jacobvitz, Ashley M. Groh, Kristin Bernard, Chantal Cyr, Nancy Hazen, Sarah Foster, Elia Psouni, Philip A. Cowan, Carolyn Pape Cowan, Anne Rifkin‐Graboi, David Wilkins, Blaise Pierrehumbert, George M. Tarabulsy, Rodrigo A. Cárcamo, Zhengyan Wang, Xi Liang, Maria Kaźmierczak, Paulina Pawlicka, Lilian Ayiro, Tamara Chansa, Francis Sichimba, Haatembo Mooya, Loyola McLean, Manuela Veríssimo, Sonia Gojman-de-Millán, Marlene M. Moretti, Fabien Bacro, Mikko J. Peltola, Megan Galbally, Kiyomi Kondo‐Ikemura, Kazuko Y. Behrens, Stephen Scott, Andrés Fresno, Rosario Spencer, Germán Posada, Rosalinda Cassibba, Neus Barrantes‐Vidal, Jesús Palacios, Lavinia Barone, Sheri Madigan, Karen Jones‐Mason, Sophie Reijman, Femmie Juffer, Rmp Fearon, Annie Bernier, Dante Cicchetti, Glenn I. Roisman, Jude Cassidy, Heinz Kindler, Peter Zimmermann, Ruth Feldman, Gottfried Spangler, Charles H. Zeanah, Mary Dozier, Jay Belsky, Michael E. Lamb, Robbie Duschinsky

Bibliographic record

VenueAttachment & Human Development · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicChild Welfare and Adoption
Canadian institutionsUniversity of CalgarySimon Fraser UniversityUniversité de MontréalUniversité LavalAlberta Children's HospitalUniversité du Québec à Montréal
FundersVetenskapsrådetWellcome Trust
KeywordsChild custodyPsychologyDevelopmental psychologySocial psychologyCriminology

Abstract

fetched live from OpenAlex

Attachment theory and research are drawn upon in many applied settings, including family courts, but misunderstandings are widespread and sometimes result in misapplications. The aim of this consensus statement is, therefore, to enhance understanding, counter misinformation, and steer family-court utilisation of attachment theory in a supportive, evidence-based direction, especially with regard to child protection and child custody decision-making. The article is divided into two parts. In the first, we address problems related to the use of attachment theory and research in family courts, and discuss reasons for these problems. To this end, we examine family court applications of attachment theory in the current context of the best-interest-of-the-child standard, discuss misunderstandings regarding attachment theory, and identify factors that have hindered accurate implementation. In the second part, we provide recommendations for the application of attachment theory and research. To this end, we set out three attachment principles: the child’s need for familiar, non-abusive caregivers; the value of continuity of good-enough care; and the benefits of networks of attachment relationships. We also discuss the suitability of assessments of attachment quality and caregiving behaviour to inform family court decision-making. We conclude that assessments of caregiver behaviour should take center stage. Although there is dissensus among us regarding the use of assessments of attachment quality to inform child custody and child-protection decisions, such assessments are currently most suitable for targeting and directing supportive interventions. Finally, we provide directions to guide future interdisciplinary research collaboration.

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)0.022
metaresearch head score (Gemma)0.064
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: Other · Consensus signal: none
Teacher disagreement score0.027
Threshold uncertainty score0.117

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0220.064
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.004
Science and technology studies0.0080.011
Scholarly communication0.0060.008
Open science0.0020.006
Research integrity0.0070.008
Insufficient payload (model declined to judge)0.0070.000

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 head0.030
GPT teacher head0.338
Teacher spread0.308 · 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
GenreOther

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

Citations138
Published2021
Admission routes1
Has abstractyes

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Same venueAttachment & Human DevelopmentSame topicChild Welfare and AdoptionFrench-language works237,207