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Record W3154977621 · doi:10.1093/heapro/daab031

Operationalizing positive masculinity: a theoretical synthesis and school-based framework to engage boys and young men

2021· review· en· W3154977621 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueHealth Promotion International · 2021
Typereview
Languageen
FieldSocial Sciences
TopicYouth Development and Social Support
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsMasculinityPsychosocialPsychological interventionOperationalizationPsychologyConformityDevelopmental psychologyConstruct (python library)Social psychologyIdentity (music)Psychotherapist

Abstract

fetched live from OpenAlex

Scholars have consistently documented the relationship between conformity to traditional masculine norms and maladaptive psychosocial outcomes among boys and young men. Given current social commentary, including debate around 'toxic masculinity', intervention is needed to encourage boys to embody healthy expressions and identities of masculinity. Whilst new approaches grounded in positive masculinity show promise, the construct requires further definition and phenomenological clarity. Here we review divergent perspectives on positive masculinity, and forward a refined definition, specific to psychosocial health promotion among boys and young men. We then outline the theoretical basis of a positive masculinity framework to guide the content of future interventions, aiming to achieve positive identity development among boys and young men for the good of all. This framework represents a necessary unification of scholarship around male adolescent development, education and health. Future health promotion interventions may benefit from applying the framework to support a positive psychosocial trajectory among boys and young men, with a focus on connection, motivation and authenticity.

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)0.003
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.975
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.075
GPT teacher head0.431
Teacher spread0.356 · 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