Bibliographic record
Abstract
Citation (2012), "Advances in Gender Research", Texler Segal, M., Ngan-Ling Chow, E. and Demos, V. (Ed.) Social Production and Reproduction at the Interface of Public and Private Spheres (Advances in Gender Research, Vol. 16), Emerald Group Publishing Limited, Bingley, p. ii. https://doi.org/10.1108/S1529-2126(2012)0000016019 Publisher: Emerald Group Publishing Limited Copyright © 2012, Emerald Group Publishing Limited Book Chapters Social Production and Reproduction at the Interface of Public and Private Spheres Advances in Gender Research Advances in Gender Research Copyright Page List of Contributors Information for Authors Introducing Social Production and Reproduction at the Interface of Public and Private Spheres Gendered Desire and Heteronormativity in the Transnational Matchmaking Process Transnationalism, Motherhood, and Entrepreneurship: Chinese Women in Spain Living Culture and Making Relationships: Mothers and Daughters Negotiate Sexuality in Indonesia and Canada Single Mothering in Poverty: Black Feminist Considerations Neoliberalism and the Feminization of Family Survival: The Happiness Project in Four Chinese Villages Work-to-Family Conflict and Women's Construction of Work/Family Roles in Post-Mao China Doing it all: The Effects of Gender, Rank, and Department Climate on Work–Family Conflict for Faculty at Liberal Arts Colleges Empirical Study of Gender Occupational Segregation of Rural-Urban Migrant Workers in China Gender Discourse in the Cultural Context of Globalization: Transmission, Conflict, and Discourse Competition Learning and Identity: Life, Work and Citizenship Beyond the State: Legitimatizing Gender Equity in Education in Taiwan Globalization, Activism, and Local Contexts: Development of Policy on Domestic Violence in China and England About the Authors
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.
How this classification was reachedexpand
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 | 0.010 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.004 | 0.001 |
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; both teacher heads 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".