Bibliographic record
Abstract
Citation (2013), "List of contributors", Gendered Perspectives on Conflict and Violence: Part A (Advances in Gender Research, Vol. 18A), Emerald Group Publishing Limited, Bingley, pp. vii-viii. https://doi.org/10.1108/S1529-2126(2013)000018A002 Publisher: Emerald Group Publishing Limited Copyright © 2013 Emerald Group Publishing Limited Bianca Baggiarini Department of Sociology, York University, Toronto, Canada; York Centre for International and Security Studies, York University, Toronto, Canada Susie Balderston Centre for Disability Research, Lancaster University, Lancaster, UK Vasilikie Demos Department of Sociology/Anthropology, University of Minnesota-Morris, Morris, MN, USA Jessica Dutton Centre for African Studies, University of Cape Town, Cape Town, South Africa Åsa Ekvall Research Group on Citizenship, Equality and Diversity, Department of Political Science, University of Antwerp, Antwerp, Belgium Avery Everhart Department of Religious Studies and Women’s & Gender Studies, University of North Carolina at Greensboro, Greensboro, NC, USA Gwen Hunnicutt Department of Sociology and Women’s & Gender Studies, University of North Carolina at Greensboro, Greensboro, NC, USA Daniela Jauk Department of Sociology, University of Akron, Akron, OH, USA Jane Kilby Communication, Cultural and Media Studies Research Centre, University of Salford, Salford, UK Susan C. Pearce Department of Sociology, East Carolina University, Greenville, NC, USA Marcia Texler Segal School of Social Science, Indiana University Southeast, New Albany, IN, USA Mark Sherry Department of Sociology & Anthropology, University of Toledo, Toledo, OH, USA Caterine Arrabal Ward Institute for Society and Social Justice Research, Glasgow Caledonian University, Glasgow, UK Channa Zaccai Graduate School of Social Sciences, University of Amsterdam, The Netherlands Book Chapters Gendered perspectives on conflict and violence: Part A Advances in gender research Gendered perspectives on conflict and violence: Part A Copyright Page List of contributors Information for authors Gendered perspectives on conflict and violence: An introduction Victimized again? intersectionality and injustice in disabled women’s lives after hate crime and rape Feminist reflections on disability hate crime Intimate partner violence among self-identified queer victims: Towards an intersectional awareness in scholarship and organizing surrounding gender-based violence In letting the perpetrator speak: Sexual violence and classroom politics Invisible lives, silenced violence: Transphobic gender violence in global perspective Belonging to the jewish nation: Life stories of israeli female combat soldiers Private War, Private Suffering, and the Normalizing Power of Law Significance of wartime rape Out of southeast europe: Gender-based violence, public transitions, and the search for home Layers of violence: A gender perspective on media reporting on infant rape in south africa Gender equality, attitudes to gender equality, and conflict About the authors
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.005 | 0.036 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.009 | 0.009 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.012 | 0.007 |
| Open science | 0.004 | 0.005 |
| Research integrity | 0.004 | 0.003 |
| Insufficient payload (model declined to judge) | 0.720 | 0.694 |
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 itClassification
machine, unvalidatedMachine predicted; the direct Gemma label and the distilled Codex classifier agree on what is shown here.
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".