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. “Preview: New American Ethnologist Editor” by Angelique Haugerud Anthropology and Environment Section (A&E): Terre Satterfield, ed. “IZILWANE Blends Conservation and Perception with Inspirational Results” by Kira Johnson Archeology Division (AD): E Christian Wells, ed. “Heritage Rights and Global Sustainability via Maya Archaeology” by Shoshaunna Parks and Patricia A McAnany Association for Africanist Anthropology (AfAA): Jennifer E Coffman, ed. “Sand Dams: Conserving Water in Semi‐Arid Lands” by Wayne Teel Association of Black Anthropologists (ABA): Bianca C Williams and karen g williams, eds. “What I Now Know About Completing Fieldwork” by Bianca C Williams Association for Feminist Anthropology (AFA): Damla Isik and Jessica Smith Rolston, eds. “Rethinking Gender and Childhood in Egypt” by Rania Kassab Sweis Association for Latina and Latino Anthropologists (ALLA): Luis FB Plascencia and Pablo González, eds. “Letter from the ALLA President” by Miguel Diaz Barriga Association for Political and Legal Anthropology (APLA): Mona Bhan and Noelle Molé, eds. “Indigenous Peoples and Globalization: A Long‐Term View of Resistance” by Thomas D Hall 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. Council for Museum Anthropology (CMA): Margaret Bruchac, ed. Culture and Agriculture (C&A): Susanna Donaldson and Joan Mencher, eds. “C&A Panel: Community and Labor Dynamics in Agricultural Systems” by Matthew D Whittle Evolutionary Anthropology Society (EAS): John P Ziker, ed. “Why Holism Matters” by John J Crandall Middle East Section (MES): Yasmin Moll, ed. “Fieldwork and Motherwork in the Middle East” by Rehenuma Asmi National Association for the Practice of Anthropology (NAPA): Eva Friedlander and Tara Eaton, eds. “Practicing Anthropology in the World of Mental Health Treatment” by Madeleine Tramm, “2011 Ethnographic Praxis in Industry Conference” by Inga Treitler,”“2011 NAPA Student Achievement Award” by Melissa Stevens National Association of Student Anthropologists (NASA): Keri A Canada, ed. Society for Anthropological Sciences (SAS): Stephen Lyon, ed. “State of Anthropology: A Glimpse from the Anthropological Index Online” by Max Carocci 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. “Re‐Imagining Europe: New Directions in Political‐Anthropological Research” by Cris Shore Society for the Anthropology of Food and Nutrition (SAFN): Alyson Young and Kenneth Maes, eds. Society for the Anthropology of North America (SANA): David Kamper, ed. “Production of Life on the Factory Farm” by Alex Blanchette Society for the Anthropology of Religion (SAR): Jennifer Selby, ed. “Redefining Margins in a Trinidadian Classroom” by Maarit Forde Society for Cultural Anthropology (SCA): Jean M Langford, ed. “New Theoretical Directions in Anthropology” by Brian Larkin Society for East Asian Anthropology (SEAA): Anru Lee and Bridget Love, eds. “Anthropology of Food in China, Taiwan and Japan” by Stephanie Assmann and Yi‐Chieh Jessica Lin Society for Humanistic Anthropology (SHA): Frederic W Gleach and Vilma Santiago‐Irizarry, eds. “The Privilege of Comprehension” by Emma Kinna Society for Latin American and Caribbean Anthropology (SLACA): Annelou Ypeij, ed. “Longitudinal Work at the Margins of the State in Quito, Ecuador” by Kathleen Fine‐Dare Society for Linguistic Anthropology (SLA): Mark Allen Peterson and James Stanlaw, eds. “Linguistic Moments in the Movies, Part VII” by Mark Allen Peterson Society for Medical Anthropology (SMA): Kathleen Ragsdale, ed. Society for Urban, National, and Transnational/Global Anthropology (SUNTA): Jayne Howell, ed. “Urban Gardens: Private Property or the Ultimate Socialist Experience?” by Marina Gold Society for Visual Anthropology (SVA): 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 | 0.001 | 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