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 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: Caitrin Lynch, ed ANTHROPOLOGY AND ENVIRONMENT SECTION: Amelia Moore, ed. “Farming in the Colombian Amazon” by Kristina Lyons ARCHEOLOGY DIVISION: E Christian Wells, ed ASSOCIATION FOR AFRICANIST ANTHROPOLOGY: Jennifer E Coffman, ed ASSOCIATION OF BLACK ANTHROPOLOGISTS: karen g williams, ed. “Montréal in Review: ABA at the AAA Annual Meeting” by Adam S Mehis and Jannie Scott ASSOCIATION FOR FEMINIST ANTHROPOLOGY: Damla Isik and Jessica Smith Rolston, eds ASSOCIATION OF LATINA AND LATINO ANTHROPOLOGISTS: Pablo González and Santiago Guerra, eds. “ALLA Book Award Winner 2011” by Miguel Diaz‐Barriga ASSOCIATION FOR POLITICAL AND LEGAL ANTHROPOLOGY: Mona Bhan and Noelle Molé, eds: “Studying Journalists on the Backstage of the State” by Ieva Jusionyte ASSOCIATION FOR QUEER ANTHROPOLOGY: David L R Houston, ed ASSOCIATION OF SENIOR ANTHROPOLOGISTS: Paul Doughty, ed. “Mishap in Montréal” by Nancy Oestreich Lurie BIOLOGICAL ANTHROPOLOGY SECTION: Virginia J Vitzthum, ed CENTRAL STATES ANTHROPOLOGICAL SOCIETY: Evelyn Dean‐Olmsted and Angela Glaros, eds COUNCIL ON ANTHROPOLOGY AND EDUCATION : Janet I Hecsh, ed CULTURE AND AGRICULTURE: Susanna Donaldson and Joan Mencher, eds. “The Continuing Traces, Tidemarks and Legacies of Walter Goldschmidt's Life and Work” by Paul Durrenberger and Kendall Thu EVOLUTIONARY ANTHROPOLOGY SOCIETY: Siobhán M Mattison, ed MIDDLE EAST SECTION: Yasmin Moll, ed. “The MES in Montréal: A Recap” by Farha Ghannam NATIONAL ASSOCIATION FOR THE PRACTICE OF ANTHROPOLOGY: Lisa Henry, ed. “A Recent Graduate's Perspective on the Job Market” by Jocelyn Huelsman NATIONAL ASSOCIATION OF STUDENT ANTHROPOLOGISTS: Keri A Canada, ed. “Sharing the Value of Anthropology with the Public” by Nicole Collier Ryan SOCIETY FOR ANTHROPOLOGICAL SCIENCES: Stephen Lyon, ed SOCIETY FOR THE ANTHROPOLOGY OF EUROPE: Othon Alexandrakis, ed. “Social Movements, Ethnographically” by Susan Gal SOCIETY FOR THE ANTHROPOLOGY OF FOOD AND NUTRITION : Alyson Young and Kenneth Maes, eds: “Food and the Greek Crisis” by David Sutton and Leonidas Vournelis SOCIETY FOR THE ANTHROPOLOGY OF NORTH AMERICA: David Kamper, ed. “A Qualitative Investigation of ‘Cultural Resource’ Management in San Diego” by Adam Giacinto SOCIETY FOR THE ANTHROPOLOGY OF RELIGION: Jennifer Selby, ed. “Clifford Geertz Prize Words of Acceptance” by Amira Mittermaier SOCIETY FOR EAST ASIAN ANTHROPOLOGY: Anru Lee and Bridget Love, eds SOCIETY FOR LATIN AMERICAN AND CARIBBEAN ANTHROPOLOGY: Ronda Brulotte, ed. “Message from Incoming SLACA President” by Steffan Igor Ayora Diaz SOCIETY FOR LINGUISTIC ANTHROPOLOGY: Mark Allen Peterson and Bonnie Urciuoli, eds: “Language Ideology and ‘Common Sense’” by Bonnie Urciuoli SOCIETY FOR MEDICAL ANTHROPOLOGY: Kathleen Ragsdale, ed SOCIETY FOR PSYCHOLOGICAL ANTHROPOLOGY: Jack R Friedman, ed. “2011 Boyer Prize Winner: When Linguistic Anthropology and Psychoanalysis Meet” by Yehuda C Goodman; “2011 Condon Award Winner” by Eileen Anderson‐Fye SOCIETY FOR URBAN, NATIONAL, AND TRANSNATIONAL/GLOBAL ANTHROPOLOGY: Susan Falls, ed. “Funding Anti‐Suburbia: Financial Politics and Property in Detroit” by Nicholas Caverly SOCIETY FOR VISUAL ANTHROPOLOGY: Wendy Dicksinson, ed. “Masterworks: Googlepaedic Narrations and the Dysfunction of Damage” by Shaurya Kumar
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 | 0.002 |
| 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