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. “Elsie Clews Parsons Prize Winner” by Caitrin Lynch, Elizabeth Ferry and Anastasia Karakasidou ANTHROPOLOGY AND ENVIRONMENT SECTION: Amelia Moore, ed. “Public Laboratory for Open Technology and Science” by Christine Walley ARCHEOLOGY DIVISION: E Christian Wells, ed. “A Little Piece of the Holy Land” by Morag M Kersel ASSOCIATION FOR AFRICANIST ANTHROPOLOGY: Jennifer E Coffman, ed ASSOCIATION OF BLACK ANTHROPOLOGISTS: karen g williams, ed. “Understanding Food Acquisition under Cuba's Changing Food System” by Hanna Garth ASSOCIATION FOR FEMINIST ANTHROPOLOGY: Damla Isik and Jessica Smith Rolston, eds. “Organic Tea Farmers and the Organic Metaphors of Anxiety in Darjeeling” by Debarati Sen ASSOCIATION FOR LATINA AND LATINO ANTHROPOLOGISTS: Pablo Gonzalez and Santiago Guerra, eds. “Why Do Anthropology? Reflections from the Borderlands of Chicana/o Studies and Anthropology” by Brenda Sendejo ASSOCIATION FOR POLITICAL AND LEGAL ANTHROPOLOGY: Mona Bhan and Noelle Molé, eds. “Activism in the Times of Impasse” by Larisa Kurtović ASSOCIATION FOR QUEER ANTHROPOLOGY: David L R Houston, ed ASSOCIATION OF SENIOR ANTHROPOLOGISTS: Paul L Doughty, ed BIOLOGICAL ANTHROPOLOGY SECTION: Virginia J Vitzthum, ed. “Biological Anthropology at the AAAS” by Cynthia Beall CENTRAL STATES ANTHROPOLOGICAL SOCIETY: Evelyn Dean‐Olmsted and Angela Glaros, eds COUNCIL ON ANTHROPOLOGY AND EDUCATION: Janet I Hecsh, ed COUNCIL FOR MUSEUM ANTHROPOLOGY: Margaret Bruchac, ed CULTURE AND AGRICULTURE: Susanna Donaldson and Joan Mencher, eds. “CAFE: More Than Just Food or Land” by Jeanne Simonelli EVOLUTIONARY ANTHROPOLOGY SOCIETY: Siobhán M Mattison, ed. “Keeping Up with the Literature, Part I” by Kathrine Starkweather MIDDLE EAST SECTION: Yasmin Moll, ed. “Revolutions and Anthropological Prestige Zones: The Yemeni Spring and the Eclipse of a Good Revolution” by Susanne Dahlgren NATIONAL ASSOCIATION FOR THE PRACTICE OF ANTHROPOLOGY: Lisa Henry, ed. “Clinically Applied Medical Anthropology: Research and Praxis at the Crossroads” by Marisa K Abbe NATIONAL ASSOCIATION OF STUDENT ANTHROPOLOGISTS: Keri A Canada, ed. “Call for Papers: Student Anthropologist ” by Marley Brown SOCIETY FOR ANTHROPOLOGICAL SCIENCES : Stephen Lyon, ed SOCIETY FOR ANTHROPOLOGY IN COMMUNITY COLLEGES: Lloyd Miller, ed SOCIETY FOR THE ANTHROPOLOGY OF CONSCIOUSNESS: Peter N Jones, ed. “SAC Spring Conference Review: Exploring the Relation between Plants and Consciousness” by Mark Flanagan SOCIETY FOR THE ANTHROPOLOGY OF EUROPE: Othon Alexandrakis, ed. “Neo‐Nazis, Militant Democracy and the Limits of Law: Notes on the Czech Republic” by Krista Hegburg SOCIETY FOR THE ANTHROPOLOGY OF FOOD AND NUTRITION: Kenneth Maes and Alyson Young, eds SOCIETY FOR THE ANTHROPOLOGY OF NORTH AMERICA: David Kamper, ed. “Thick Skin in Whiskey Town” by Frederick Howard SOCIETY FOR THE ANTHROPOLOGY OF RELIGION: Jennifer Selby, ed. SOCIETY FOR THE ANTHROPOLOGY OF WORK: “Editing the Anthropology of Work Review ” by Michael Chibnik SOCIETY FOR CULTURAL ANTHROPOLOGY: Deborah A Thomas, ed. SOCIETY FOR EAST ASIAN ANTHROPOLOGY: Anru Lee and Bridget Love, eds. “What Does a Japanese Mountain Have To Do with Us?” by Mark Patrick McGuire SOCIETY FOR LATIN AMERICAN AND CARIBBEAN ANTHROPOLOGY: Ronda Brulotte, ed. “Service Learning” by Sarah Taylor SOCIETY FOR LINGUISTIC ANTHROPOLOGY: Mark Allen Peterson and Bonnie Urciuoli, eds. “Linguistic Moments in the Movies” by Mark Allen Peterson SOCIETY FOR MEDICAL ANTHROPOLOGY: Kathleen Ragsdale, ed SOCIETY FOR URBAN, NATIONAL AND TRANSNATIONAL/GLOBAL ANTHROPOLOGY: Susan Falls, ed. SOCIETY FOR VISUAL ANTHROPOLOGY: Wendy Dicksinson, ed. “Poster‐Making and Exemplary Undergraduate Research at AAA in Montréal 2011” by Liam Buckley
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 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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