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. “Occupy Wall Street” by M Elle Saine ANTHROPOLOGY AND ENVIRONMENT SECTION (A&E): Amelia Moore, ed. “Understanding Interdisciplinarity in the Long Term Ecological Research Network” by Rebecca Garvoille ARCHEOLOGY DIVISION (AD): E Christian Wells, ed. “Continuing Professional Education in Archaeology: A New Program from RPA” by Ian Burrow ASSOCIATION OF BLACK ANTHROPOLOGISTS (ABA): Bianca C Williams and karen g williams, eds: “Developing a Systematic Process of Writing” by karen g williams ASSOCIATION FOR FEMINIST ANTHROPOLOGY (AFA): Damla Isik and Jessica Smith Rolston, eds. “2011 Forman Prize Winners” by Jane Henrici ASSOCIATION FOR LATINA AND LATINO ANTHROPOLOGISTS (ALLA): Luis FB Plascencia and Pablo González, eds. “Attrition Via Enforcement: Criminalizing Brown Immigrants’ Life” by Gwendolyn Ferreti ASSOCIATION FOR POLITICAL AND LEGAL ANTHROPOLOGY (APLA): Mona Bhan and Noelle Molé, eds. “Debating Racism, Yet Legislating Discrimination” by Fatimah Williams Castro ASSOCIATION FOR QUEER ANTHROPOLOGY (AQA): David L R Houston, ed. ASSOCIATION OF SENIOR ANTHROPOLOGISTS (ASA): Paul Doughty, ed. CENTRAL STATES ANTHROPOLOGICAL SOCIETY (CSAS): Evelyn Dean‐Olmsted and Angela Glaros, eds. COUNCIL ON ANTHROPOLOGY AND EDUCATION (CAE): Steve Bialostok, ed. “From Individuals to Agents: Youth Participatory Research as Access to Equity” by Kimberly B Pyne, Mary Alice Scott, Darris Means and Molly O'Brien COUNCIL FOR MUSEUM ANTHROPOLOGY (CMA): Margaret Bruchac, ed. CULTURE AND AGRICULTURE (C&A): Susanna Donaldson and Joan Mencher, eds. EVOLUTIONARY ANTHROPOLOGY SOCIETY (EAS): John P Ziker, ed. MIDDLE EAST SECTION (MES): Yasmin Moll, ed. “Writing Poetry and Anthropology in Time of a Revolution” by Samuli Schielke NATIONAL ASSOCIATION FOR THE PRACTICE OF ANTHROPOLOGY (NAPA): Eva Friedlander and Tara Eaton, eds. “Resetting the Margins of Mainstream Anthropology: The Benefits of Applied Graduate Training” by Tara Eaton; “NAPA Student Achievement Award 2011 Results” by Melissa Stevens 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): Othon Alexandrakis, ed. “Crisis and Revolt in Europe” by Dimitris Dalakoglou SOCIETY FOR THE ANTHROPOLOGY OF FOOD AND NUTRITION (SAFN): Kenneth Maes and Alyson Young, eds. SOCIETY FOR THE ANTHROPOLOGY OF NORTH AMERICA (SANA): David Kamper, ed. “The Black Mountain Archaeological Project” by Kathryn J Putsavage SOCIETY FOR THE ANTHROPOLOGY OF RELIGION (SAR): Jennifer Selby, ed. “Review of Marjorie Mandelstam Balzer's Shamans, Spirituality, and Cultural Revitalization: Explorations in Siberia and Beyond (2011)” b y Justine Buck Quijada SOCIETY FOR CULTURAL ANTHROPOLOGY (SCA): Jean M Langford, ed. SOCIETY OF EAST ASIAN ANTHROPOLOGY (SEAA): Anru Lee and Bridget Love, eds. “SEAA Panels at Montréal” b y Jesook Song SOCIETY FOR LATIN AMERICAN AND CARIBBEAN ANTHROPOLOGY (SLACA): Annelou Ypeij, ed. “The Bodily Localization of Global Capoeira” by Menara Lube Guizardi SOCIETY FOR LINGUISTIC ANTHROPOLOGY (SLA): James Stanlaw and Mark Peterson, eds. “DLAB and ALAB: Lives are on the Line” by James Stanlaw SOCIETY FOR MEDICAL ANTHROPOLOGY (SMA): Kathleen Ragsdale, ed. “Death, Dying, and Biomedicine: “Thinking with Film” as a Teaching Resource for Medical Anthropologists” by Rafael Wainer SOCIETY FOR URBAN, NATIONAL, AND TRANSNATIONAL/GLOBAL ANTHROPOLOGY (SUNTA): Jayne Howell, ed. SOCIETY FOR VISUAL ANTHROPOLOGY: Wendy Dickinson, ed. “Narrative Book Arts: Hands‐on Workshop” by Patrick Lindhardt, Tary Wallace and Wendy Dickinson
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 | 0.003 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.004 | 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