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.
Bibliographic record
Abstract
Contents: Introduction: masculinities and place, Andrew Gorman-Murray and Peter Hopkins. Part 1 Introducing and Theorising Masculinities and Place: Theorising, men, masculinities, place and space: local, national and transnational contexts and interrelations, Jeff Hearn, Alp Biricik and Tanja Joelsson Spatio-temporal and spatio-sensual assemblages of youthful masculinities, Anna Hickey-Moody and Jane Kenway Neoliberalism, masculinities and academic knowledge production: towards a theory of 'academic masculinities', Lawrence D. Berg, Levi Gahman and Neil Nunn. Part 2 Masculinities, Intersectionality and Relationality: 'I am lord, ... I am local': migrant masculinity, sex and making yourself at home, Greg Noble and Paul Tabar Negotiating masculinised migrant rights and everyday citizenship in a global city: Brazilian men in London, Kavita Datta and Cathy McIlwaine 'Where you are is what you wear': the leather community, International Mr Leather and hyper-masculinity, Andrew Childs Cowboy masculinities: relationality and rural identity, Chris Gibson. Part 3 Masculinities and Home: The geographies of military inculcation and domesticity: reconceptualising masculinities in the home, Stephen Atherton Violence and men in urban South Africa: the significance of 'home', Paula Meth 'My place of residence': home and homelessness in the Greater Toronto Area, Jeff May. Part 4 Masculinities and Domestic Labour: Reconceptualising 'masculinity' through men's contributions to domestic foodwork, Angela Meah Materiality, masculinity and the home: men and interior design, Andrew Gorman-Murray Working on masculinity at home, Rosie Cox. Part 5 Masculinities and the Family: Domestic ageing masculinities and grandfathering, Anna Tarrant Intergenerational relations and Irish masculinities: reflections from the Tyneside Irish, in the North-East of England, Michael Richardson Emotional mappings and the ethnopoetics of fathering, Stuart C. Aitken. Part 6 Masculinities, Place and Care: Masculinities, embodiment and care, Kim England and Isabel Dyck The gay bar as a place of men's caring, Michael Brown, Stefano Bettani, Larry Knopp and Andrew Childs 'It's a place where all friends meet': shared places, youth friendships and the negotiation of masculine identities in rural Estonia, Elen-Maarja Trell and Bettina van Hoven. Part 7 Masculinities, Health and Wellbeing: 'Being a man' in treatment: health, masculinity and the drama of independence, Robert Wilton and Joshua Evans Masculinities, life courses and sexual health: unpacking HIV risk and prevention among gay men in Halifax, Nova Scotia, Canada, Nathaniel M. Lewis Masculinities and mental health: geographies of hope 'down under', Jessica Jean Keppel. Part 8 Masculinities and Work: Representations, respect and resentment: labour market change and discourses of masculine disadvantage, Linda McDowell, Esther Rootham and Abby Hardgrove Masculinity in the marketplace: geographies of post-colonial gender work in modern Fiji, Geir-Henning Presterudstuen Crafting masculinities: a cultural economy of surfboard-making, Andrew Warren Performing rural masculinities: a case study of diggers and dealers, Barbara Pini and Robyn Mayes. Index.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it