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: AMERICAN ETHNOLOGICAL SOCIETY | Caitrin Lynch, ed. ANTHROPOLOGY AND ENVIRONMENT SOCIETY | Amelia Moore, ed. “A Greener AAA?” by Amanda Himmelstoss ARCHEOLOGY DIVISION | E Christian Wells, ed. “Contesting Archaeological Tourism in Phimai, Thailand” by Helaine Silverman ASSOCIATION OF BLACK ANTHROPOLOGISTS | karen g williams, ed. “Update from Bahia” by Kenneth Williamson ASSOCIATION FOR FEMINIST ANTHROPOLOGY | Damla Isik and Jessica Smith Rolston, eds. “Preserving the Past and Preparing for the Future” by Jane Henrici ASSOCIATION FOR LATINA AND LATINO ANTHROPOLOGISTS | Pablo Gonzalez and Santiago Guerra, eds. “Racism in the Academy: Where Do Latinas/os Fit In?” by Santiago Guerra ASSOCIATION OF SENIOR ANTHROPOLOGISTS | Paul L Doughty, ed CENTRAL STATES ANTHROPOLOGICAL SOCIETY | Evelyn Dean‐Olmsted and Angela Glaros, eds COUNCIL ON ANTHROPOLOGY AND EDUCATION | Janet I Hecsh, ed “Letter from the President of CAE” by Greg Tanaka CULTURE AND AGRICULTURE | Susanna Donaldson and Joan Mencher, eds. EVOLUTIONARY ANTHROPOLOGY SOCIETY | Siobhán M Mattison, ed. “Napoleon Chagnon Elected to National Academy of Sciences” by Siobhán M Mattison and Bria Dunham GENERAL ANTHROPOLOGY DIVISION | Luke Eric Lassiter, ed. “ Anthropology Now for GAD Membership” by Christopher A Furlow MIDDLE EAST SECTION | Rehenuma Asmi, ed. “How to Win the Graduate Student Paper Prize” by Emilio Spadola NATIONAL ASSOCIATION FOR THE PRACTICE OF ANTHROPOLOGY | Lisa Henry, ed. “NAPA President's Report: October 2012” by Tim Wallace; “NAPA Workshops at 2012 AAA Annual Meeting in San Francisco” by Sabrina Nichelle Scott NATIONAL ASSOCIATION OF STUDENT ANTHROPOLOGISTS | Keri A Canada, ed. SOCIETY FOR ANTHROPOLOGICAL SCIENCES | Stephen Lyon, ed SOCIETY FOR ANTHROPOLOGY IN COMMUNITY COLLEGES | Lloyd Miller, ed SOCIETY FOR THE ANTHROPOLOGY OF EUROPE | Othon Alexandrakis, ed. “Celebrating the SAE's 25th Anniversary” by Marysia Galbraith SOCIETY FOR THE ANTHROPOLOGY OF FOOD AND NUTRITION | Kenneth Maes and Alyson Young, eds SOCIETY FOR THE ANTHROPOLOGY OF NORTH AMERICA | David Kamper, ed. “An Unsettling Co‐Existence: Politics and Daily Life on Canada's Northwest Coast” by Joseph Weiss SOCIETY FOR THE ANTHROPOLOGY OF RELIGION | Jennifer Selby, ed. “Evidence to Convict: Religion, the State and the Ethnographic Study of Shadow Missionaries in Central Asia” by Celia Emmelhainz SOCIETY FOR THE ANTHROPOLOGY OF WORK | Jeffrey Hoelle, ed. “Activism in the Academy: Lessons from Baltimore and Beyond” by Samuel Gerald Collins SOCIETY FOR CULTURAL ANTHROPOLOGY | Deborah A Thomas, ed. SOCIETY FOR EAST ASIAN ANTHROPOLOGY | Anru Lee and Bridget Love, eds. “A Japanese Funeral” by Karen Nakamura SOCIETY FOR HUMANISTIC ANTHROPOLOGY | Frederic W Gleach and Vilma Santiago‐Irizarry, eds. SOCIETY FOR LATIN AMERICAN AND CARIBBEAN ANTHROPOLOGY | Ronda Brulotte, ed. “SLA CA/SUNTA Announces Cosponsored Executive Session AAA 2012: Current Issues in Border Theory” by José Carlos G Aguiar SOCIETY FOR LINGUISTIC ANTHROPOLOGY | Mark Allen Peterson and Bonnie Urciuoli, eds. “(Un)Happy Discourses: Redefining Social Relations, Linguistic Markedness, and Political Talk” by Elizabeth Spreng SOCIETY FOR MEDICAL ANTHROPOLOGY | Kathleen Ragsdale, ed “Using Cultural Consonance to Understand the Religion‐Health Connection among Brazilian Evangelicals” by HJ François Dengah II SOCIETY FOR PSYCHOLOGICAL ANTHROPOLOGY | Jack R Friedman, ed. SOCIETY FOR URBAN, NATIONAL AND TRANSNATIONAL/GLOBAL ANTHROPOLOGY | Susan Falls, ed.” Review of Jennifer Tilton's Dangerous or Endangered? Race and the Politics of Youth in Urban America ” by Elsa Davidson SOCIETY FOR VISUAL ANTHROPOLOGY | Wendy Dickinson, ed.
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 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.023 | 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