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Record W2289647157

The Case for Retaining a Focus on “Masculinities” in Men’s Health Research

2016· article· en· W2289647157 on OpenAlex
Steve Robertson, Bob Williams, John L. Oliffe

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

VenueWhite Rose Research Online (University of Leeds, The University of Sheffield, University of York) · 2016
Typearticle
Languageen
FieldSocial Sciences
TopicGender Roles and Identity Studies
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsRigourEssentialismSociology of health and illnessField (mathematics)Social practiceSociologyHealth careOrder (exchange)Gender studiesPsychologyEpistemologyPolitical scienceLaw
DOInot available

Abstract

fetched live from OpenAlex

Within the health research literature there is increasing attention focussed on how
\nthe concept of “masculinities” can be employed to understand health and illness
\nand used to inform health care practice and policy. At the same time, valuable
\ncritiques of masculinities frameworks have emphasised that there is often, within
\nthe published literature, a lack of rigour in defining and using these ideas, a tendency
\ntowards rigid and essentialist notions about men and gender but also recognition
\nthat some approaches specify masculinities as the “cause” of poor health
\noutcomes for men, women and children. We consider and respond to these important
\nquestions and, using examples from empirical studies, make the case that
\nit is important to advance the use of masculinities in men’s health research both
\nas a means to describing the challenges to men’s health and the strengths men
\ndraw upon to promote their health and remedy illness. We argue, first, that masculinities
\nbe operationalised as “configurations of social practice” and understood
\nas part of the dynamic processes involved within the “gender order.”
\nSecond, configurations of social practice are diverse, dynamic and hierarchical
\nin terms of the material and representational benefits they bring to men. Third,
\nconfigurations of social practice are relational and negotiated within institutions
\nand other structures wherein the doing of masculinities and health and illness can
\nbe co-constructed, contested and/or constrained. Finally, we suggest some practice
\nimplications and applications for further conceptualising masculinities to the
\nfield of men’s health.
\n

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)0.008
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.300
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0080.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0060.003
Scholarly communication0.0000.000
Open science0.0020.001
Research integrity0.0000.001
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 head0.182
GPT teacher head0.366
Teacher spread0.184 · 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