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. “Theorizing the Relationship between Migrants and Cities,” by Nina Glick Schiller and Ayse Caglar Anthropology and Environment Section (A&E): Terre Satterfield, ed. “ Avatar : Virtual Spirituality and Environmental Justice,” by James J Igoe Archeology Division (AD): James M Skibo, ed. “Moving AD and AAA Forward,” by Ben Nelson Association for Africanist Anthropology (AfAA): Jennifer E Coffman, ed. “AfAA/NAPA Session Inspires Special Issue of AJAR ,” by David Turkon and Alexander Rödlach Association of Black Anthropologists (ABA): Bianca C Williams and karen g williams, eds. “Celebrating and Moving Forward” by karen g williams Association for Feminist Anthropology (AFA): Damla Isik and Jessica Smith, eds Association for Latina and Latino Anthropologists (ALLA): Luis FB Plascencia and Anahí Viladrich, eds. “Humanitarianism and Its Trials: Reflections from the US‐Mexico Border,” by Rocío Magaña Association for Political and Legal Anthropology (APLA): Mona Bhan and Noelle Molé, eds. “Stolen Generations and a Missing Reconciliation,” by Barbara Faedda Association of Senior Anthropologists (ASA): Paul L 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. “Expanding CAE Membership,” by Bryan McKinley Jones Brayboy; “CAE's Meeting Proposal Process,” by Kathy Schultz and Neriko Doerr Council for Museum Anthropology (CMA): Margaret Bruchac, ed. Culture and Agriculture (C&A): Ronald Rich, ed. “From the 2009 Meeting: Transitions and Transformations in EU Agriculture,” by Seth Murray Evolutionary Anthropology Society (EAS): John P Ziker, ed. Middle East Section (MES): Emilio Spadola, ed. “Human Rights Translations: Reframing the Universal for Turkish Bureaucracy,” by Elif M Babül National Association for the Practice of Anthropology (NAPA): Eva Friedlander and Tara Eaton, eds. “Literacy through Poetry/Heritage,” by Najwa Adra National Association of Student Anthropologists (NASA): Keri A Canada, ed. “Part‐Time Student, Full‐Time Worker,” by Elaine Waldman Society for Anthropological Sciences (SAS): Stephen Lyon, ed. “2010 Student Paper Prize and Travel Subsidy Competition,” by Margo‐Lea Hurwicz; “Abstract: The Logic of Labor Exchange in a Dominican Village,” by Shane J Macfarlan Society for Anthropology in Community Colleges (SACC): Lloyd Miller, ed. Society for the Anthropology of Europe (SAE): Deborah R Altamirano, ed. “Migration, Citizenship and Belonging,” by Ruth Mandel Society for the Anthropology of Food and Nutrition (SAFN): Kenneth Maes and Alyson Young, eds. “Post‐Quake Food Security in Haiti,” by John Mazzeo Society for the Anthropology of North America (SANA): David Kamper, ed. “Circulating Knowledge and Heritage,” by Sarah Quick Society for the Anthropology of Religion (SAR): Jennifer Selby, ed. “2009 Clifford Geertz Prize,” by Stephan Palmié Society for Cultural Anthropology (SCA): Jean M Langford, ed. Society for East Asian Anthropology (SEAA): Jennifer Hubbert and Gordon Mathews, eds. “Performing the Family Planning Project in Post‐Socialist China,” by Junjie Chen Society for Humanistic Anthropology (SHA): Frederic W Gleach and Vilma Santiago‐Irizarry, eds. Society for Latin American and Caribbean Anthropology (SLACA): Annelou Ypeij, ed. “State Regulation of Prostitution in the Netherlands Antilles,” by Marie‐Louise Janssen Society of Lesbian and Gay Anthropologists (SOLGA): David LR Houston, ed. Society for Linguistic Anthropology (SLA): Mark Allen Peterson and James Stanlaw, eds. “Musical Mushaf ,” by Mark Allen Peterson Society for Medical Anthropology (SMA): Kathleen Ragsdale, ed. “SMA Notes from the Field: Applying Anthropology to Health and ‘Wealth’ in the US,” by Jessica Tomiko Anders Society for Psychological Anthropology (SPA): Jack R Friedman, ed. “John M Roberts's Imaginative Science of Anthropology,” by Roland Armando Alum, Garry Chick and Ralph Bolton Society for Urban, National and Transnational/Global Anthropology (SUNTA): Jayne Howell, ed “HIV/AIDS and Transnational Politics in Post‐Apartheid South Africa,” by Theodore Powers Society for Visual Anthropology (SVA): Wendy Dickinson, ed. “Secrets of the Tribe” by Cynthia Close
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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.005 | 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