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Record W6982583659

The Intersection of Consensual Non-Monogamy, Black Identity, and Power Dynamics: A Review and Proposal for Therapeutic Models

2024· article· en· W6982583659 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

VenueDigital Commons - DU (University of Denver) · 2024
Typearticle
Languageen
FieldDecision Sciences
Topicdemographic modeling and climate adaptation
Canadian institutionsnot available
Fundersnot available
KeywordsPopulationDistressCircumstantial evidencePsychological interventionContext (archaeology)
DOInot available

Abstract

fetched live from OpenAlex

Consensual non-monogamy (CNM) and polyamory are types of relationship structures that differ in many ways from monogamy. CNM is becoming more prevalent (Moors, 2023; Scoats & Campbell, 2022). In the United States and Canada, 1 in 5 people have engaged in some form of CNM (Moors, 2023). As more individuals engage in CNM relationships and potentially seek out couples therapy, therapists will be tasked with assisting individuals navigating relationship distress occurring within these unique relationship structures. There is limited research, or empirically validated, treatment models for working with couples with intersecting identities. To date, there has yet to be an empirically supported relationship therapy model for working with CNM or polyamorous relationships. Nor is there a method of couples therapy for Black couples. The social and contextual implications of American history on the lived experiences of Black individuals necessitates awareness of the impact systemic racism and oppression have on relationship distress (Corbitt, 2023; Guillory, 2021). In the United States, as the third largest racial group, Black individuals are more than 12% of the population (U.S. Census Bureau, 2020). However, there is a disparity in the research conducted with Black couples and Black individuals that practice polyamory. Emotionally Focused Therapy (EFT) is a model of couples therapy with foundations in systems and attachment theory. EFT empirically supports couples therapy with heterosexual white couples (Johnson et al., 1999; Johnson, 2004; Cooper, 2023). Nonetheless, EFT incorporates experiential interventions that provide space for intersectionality and diversity of relationship structures. With that being said, this paper will discuss the intricacies of CNM, Black polyamory, and the impact of systemic racism on relationship distress. Then this paper will dissect polyamory and intersectionality as it pertains to Black individuals. Additionally, this paper will theorize EFT as a therapeutic model for working with Black polyamorous relationships including the clinical implications. Finally, this paper will offer future directions for research with intersectionality and CNM.

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: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.648
Threshold uncertainty score0.259

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 studies0.0000.000
Scholarly communication0.0000.001
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 head0.057
GPT teacher head0.312
Teacher spread0.255 · 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