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
Abstract: For your convenience, this month's Section News PDF includes bookmarks for each section. After opening the PDF, select the “Bookmark” tab on the left side of your screen, and click on the name of the section you are interested in reading. American Ethnological Society (AES): Caitrin Lynch, ed. “Reaching out to Graduate Students” by Jessica Hardin Anthropology and Environment Section (A&E): Terre Satterfield, ed. “Ethical Consumption and Academic Production” by Marty Otañez Archeology Division (AD): E Christian Wells, ed. “Archaeology, Climate Change and the Sustainability of Human Ecosystems” by Christopher I Roos Association for Africanist Anthropology (AfAA): Jennifer E Coffman, ed. “AfAA Awards Deadline Approaches for Undergraduate and Graduate Papers” by Jennifer E Coffman Association of Black Anthropologists (ABA): Bianca C Williams and karen g williams, eds. “The Field Speaks Back” by karen g williams Association for Feminist Anthropology (AFA): Damla Isik and Jessica Smith Rolston, eds. “Submit Proposals for the 2011 AAA Annual Meeting” by Sharla Blank Association for Latina and Latino Anthropologists (ALLA): Luis FB Plascencia and Pablo González, eds. “The US Military: A Site for Exploring Gender, Ethnicity, Sexuality and Power” by Margie Serrato Association for Political and Legal Anthropology (APLA): Mona Bhan and Noelle Molé, eds. “Digital Media, Multilingualism and Democracy” by Dillon Mahoney Association for Queer Anthropology (AQA): David L R Houston, ed. Association of Senior Anthropologists (ASA): Paul Doughty, ed. “Where's the Party? Anthropological Tradition Fades Away” by Herb Lewis and Paul Doughty Central States Anthropological Society (CSAS): Evelyn Dean‐Olmsted and Angela Glaros, eds. Council on Anthropology and Education (CAE): Steve Bialostok, ed. “Annual Meetings in New Orleans and Montréal” by Kathy Schultz Culture and Agriculture (C&A): Susanna Donaldson and Joan Mencher, eds. “ CAFE Classifieds: Help Wanted” by Jeanne Simonelli Evolutionary Anthropology Society (EAS): John P Ziker, ed. Middle East Section (MES): Yasmin Moll, ed. “Cairo's Liberation Square: Reflections on Space and Resistance” by Farha Ghannam National Association for the Practice of Anthropology (NAPA): Eva Friedlander and Tara Eaton, eds. “Now What? Government Employment with FEMA as an Anthropological Career Choice” by Kelly M Britt National Association of Student Anthropologists (NASA): Keri A Canada, ed. Society for Anthropological Sciences (SAS): Stephen Lyon, ed. Society for Anthropology in Community Colleges (SACC): Lloyd Miller, ed. Society for the Anthropology of Consciousness (SAC): Peter N Jones, ed. Society for the Anthropology of Europe (SAE): Vasiliki P Neofotistos, ed. “Dangers of Provincializing” by Gerald W Creed Society for the Anthropology of Food and Nutrition (SAFN): Alyson Young and Kenneth Maes, eds. Society for the Anthropology of North America (SANA): David Kamper, ed. “Descendants’ Organizations and Cultural Heritage in Kiowa Society” by Michael Paul Jordan Society for the Anthropology of Religion (SAR): Jennifer Selby, ed. “Clifford Geertz Prize Acceptance Speech” by Janet McIntosh Society for the Anthropology of Work (SAW): Theresa Preston‐Werner, ed. “Fran Rothstein Awarded First SAW Book Prize” by Eve Hochwald; “Call for 2011 Annual Meeting Submissions” by Carrie Lane and Susanne Cohen Society for East Asian Anthropology (SEAA): Anru Lee and Bridget Love, eds. “New Trajectories in the Anthropology of Asia” by Bridget Love Society for Humanistic Anthropology (SHA): Frederic W Gleach and Vilma Santiago‐Irizarry, ed. “Message from New SHA President” by James Taggart Society for Latin American and Caribbean Anthropology (SLACA): Annelou Ypeij, ed. “ JLACA : An Editorial Update” by Andrew Canessa Society for Linguistic Anthropology (SLA): James Stanlaw and Mark Peterson, eds. “Dude! Like, WTF?” by James Stanlaw Society for Medical Anthropology (SMA): Kathleen Ragsdale, ed. “Writing NIH Proposals about Culture and Health: Understanding New Guidelines” by Roland S Moore and Peter Benson Society for Psychological Anthropology (SPA): Jack R Friedman, ed. Society for Urban, National, and Transnational/Global Anthropology (SUNTA): Jayne Howell, ed. “Taming the Spider Man: From Anti‐Colonial Hero to Neoliberal Icon” by Adom Philogene Heron Society for Visual Anthropology (SVA): Wendy Dickinson, ed. “Ethnographic Terminalia in Montréal” by Fiona P McDonald, Kate Hennessy and Trudi Lynn Smith
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.006 | 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