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. ANTHROPOLOGY AND ENVIRONMENT SECTION (A&E) , Amelia Moore, ed. ARCHEOLOGY DIVISION (AD): E CHRISTIAN WELLS, ED. “Archaeology and Sustainability: Improbable Bedfellows” by Stephen E Nash ASSOCIATION FOR AFRICANIST ANTHROPOLOGY (AFAA): Jennifer E Coffman, ed. “Dispatch from the New South Sudan” by David Callaway; “May Symposium on African and African Diasporic Studies at UCSD” by Bennetta Jules‐Rosette ASSOCIATION OF BLACK ANTHROPOLOGISTS (ABA): Bianca C Williams and karen g williams, eds: “Just a Tease, Montréal on the Horizon” by karen g williams ASSOCIATION FOR FEMINIST ANTHROPOLOGY (AFA): Damla Isik and Jessica Smith Rolston, eds. “Welcome to a New Year for the AFA” by Dorothy Hodgson ASSOCIATION FOR LATINA AND LATINO ANTHROPOLOGISTS (ALLA) : Luis FB Plascencia and Pablo González, eds. “IRCA's Traces and Legacy” by Luis FB Plascencia ASSOCIATION FOR POLITICAL AND LEGAL ANTHROPOLOGY (APLA): Mona Bhan and Noelle Molé, eds. “The Politics of Boredom” by Bruce O'Neill ASSOCIATION FOR QUEER ANTHROPOLOGY (AQA): David L R Houston, ed. ASSOCIATION OF SENIOR ANTHROPOLOGISTS (ASA): Paul Doughty, ed. BIOLOGICAL ANTHROPOLOGY SECTION (BAS): Virginia J Vitzthum, ed. CENTRAL STATES ANTHROPOLOGICAL SOCIETY (CSAS): Evelyn Dean‐Olmsted and Angela Glaros, eds. COUNCIL ON ANTHROPOLOGY AND EDUCATION (CAE): Steve Bialostok, ed. “Annual Meeting Events and Conversations” by Katherine Schultz; “Presidential Fellows and Mentors Open Forum” by Teresa McCarty COUNCIL FOR MUSEUM ANTHROPOLOGY (CMA): Margaret Bruchac, ed. “Digital Repatriation in the Field of Indigenous Anthropology” by Timothy Powell CULTURE AND AGRICULTURE (C&A): Susanna Donaldson and Joan Mencher, eds. EVOLUTIONARY ANTHROPOLOGY SOCIETY (EAS): John P Ziker, ed. “The Gift of Maps” by Gwilym Lucas Eades GENERAL ANTHROPOLOGY DIVISION (GAD): Luke Eric Lassiter, ed. MIDDLE EAST SECTION (MES): Yasmin Moll, ed. “Smells Like Translation: A Summary” by Elif Babül NATIONAL ASSOCIATION FOR THE PRACTICE OF ANTHROPOLOGY (NAPA): Eva Friedlander and Tara Eaton, eds. “President's Report: October 2011” by Tim Wallace; “Attend NAPA Sponsored Workshops” by Sarah Smith NATIONAL ASSOCIATION OF STUDENT ANTHROPOLOGISTS (NASA): Keri A Canada, ed. “The Four‐Field Approach: Best Kept at the Undergraduate Level” by Jennifer Long 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. “SAE Presence at the 18th International Conference of Europeanists” by Neringa Klumbyte; “Preview of the 2011 Program: SAE Roundtables” by Marysia Galbraith SOCIETY FOR THE ANTHROPOLOGY OF FOOD AND NUTRITION (SAFN): Kenneth Maes and Alyson Young, eds. SOCIETY FOR THE ANTHROPOLOGY OF RELIGION (SAR): Jennifer Selby, ed. “SAR Biennial Meeting: Religion and Materiality” by Natalia Suit SOCIETY FOR CULTURAL ANTHROPOLOGY (SCA): Jean M Langford, ed. SOCIETY OF EAST ASIAN ANTHROPOLOGY (SEAA): Anru Lee and Bridget Love, eds: “The Fukushima Daiichi Accident and Conservative Discourse about Nuclear Energy and Weapons in Japan” by Tomomi Yamaguchi SOCIETY FOR HUMANISTIC ANTHROPOLOGY (SHA): Frederic W Gleach and Vilma Santiago‐Irizarry, eds. SOCIETY FOR LATIN AMERICAN AND CARIBBEAN ANTHROPOLOGY (SLACA): Annelou Ypeij, ed. “Matis in the Forest of Media” by Barbara Arisi SOCIETY FOR LINGUISTIC ANTHROPOLOGY (SLA): James Stanlaw and Mark Peterson, eds: “Meet the New Editors” by James Stanlaw SOCIETY FOR MEDICAL ANTHROPOLOGY (SMA): Kathleen Ragsdale, ed. “Conference Report: The Cascadia Seminar in Medical Anthropology” by Janelle S Taylor SOCIETY FOR PSYCHOLOGICAL ANTHROPOLOGY (SPA): Jack R Friedman, ed. SOCIETY FOR URBAN, NATIONAL, AND TRANSNATIONAL/GLOBAL ANTHROPOLOGY (SUNTA): Jayne Howell, ed. “SUNTA Election Results” by Don Nonini SOCIETY FOR VISUAL ANTHROPOLOGY (SVA): Wendy Dickinson, ed. “2011 Society for Visual Anthropology Program: News and Updates” by Jenny Chio and Jonathan Marion
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 | 0.000 | 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) | 0.047 | 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