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. Anthropology and Environment Section (A&E): Terre Satterfield, ed. “Ecological Anthropology at the University of Hawai'i‐Manoa,” by Leslie E Sponsel Archeology Division (AD): James M Skibo, ed. “2011 AD Elections,” by Terry Majewski Association for Africanist Anthropology (AfAA): Jennifer E Coffman, ed. “Chinese in the New South Africa,” by Betty J Harris; “South African Radio: A Reflective History,” by David B Coplan Association of Black Anthropologists (ABA): Bianca C Williams and karen g williams, eds. “Welcome to Denver, SANA and ABA Members!” by Bianca C Williams Association for Feminist Anthropology (AFA): Damla Isik and Jessica Smith, eds Association for Latina and Latino Anthropologists (ALLA): Luis FB Plascencia, ed. “New Blog on Unauthorized Im/migration and Health,” by Heide Castañeda Association for Political and Legal Anthropology (APLA): Mona Bhan and Noelle Molé, eds. “Politics of Laughter and Antagonistic Democracy in Lithuania,” by Neringa Klumbyte Association of Senior Anthropologists (ASA): Paul L Doughty, ed. Central States Anthropological Society (CSAS): Evelyn Dean‐Olmsted and Angela Glaros, eds. “Notes from the Field,” by Phyllis Passariello Council on Anthropology and Education (CAE): Steve Bialostok, ed. “The Spindler(s), Foley and Me,” by Janet Hecsh; “New Orleans Conference,” by Kathy Schultz Council for Museum Anthropology (CMA): Margaret Bruchac, ed. Culture and Agriculture (C&A): Ronald Rich, ed. “From the 2009 Meeting: Rural Elites,” by Ryan Adams Evolutionary Anthropology Society (EAS): John P Ziker, ed. General Anthropology Division (GAD): Luke Eric Lassiter, ed. “Student Learning Assessment: An Invitation for Dialogue,” by John M “Mike” Coggeshall Middle East Section (MES): Emilio Spadola, ed. “Conference on Islam and the Media,” by Nabil Echchaibi and Stewart Hoover National Association for the Practice of Anthropology (NAPA): Christine Miller, ed. “Anthropologists and Water,” by Suzanne Hanchett National Association of Student Anthropologists (NASA): Keri A Canada, ed. “The Convention against Corruption in China,” by Alexander J Orona Society for Anthropological Sciences (SAS): Stephen Lyon, ed. “Research in Focus: Wealth and Wealth Inequalities,” by Monique Borgerhoff Mulder Society for Anthropology in Community Colleges (SACC): Lloyd Miller, ed. Society for the Anthropology of Europe (SAE): Deborah R Altamirano, ed. “Being at Home in the Global Village,” by Renée Hirschon Society for the Anthropology of Food and Nutrition (SAFN): Rachel Black, ed. Society for the Anthropology of North America (SANA): David Kamper, ed. “Incoming President's Statement,” by Lynn Bolles Society for the Anthropology of Religion (SAR): Jennifer Selby, ed. “Book Review: Missions and Conversions,” by Jennifer Connolly Society for the Anthropology of Work (SAW): Angela Jancius, ed. “Ten Years of the Diana Forsythe Prize,” by Eve Hochwald Society for Cultural Anthropology (SCA): Jean M Langford, ed. “Today's SCA,” by Danilyn Rutherford Society for East Asian Anthropology (SEAA): Jennifer Hubbert and Gordon Mathews, eds. “A Message from the SEAA President,” by Jennifer Robertson Society for Humanistic Anthropology (SHA): Frederic W Gleach and Vilma Santiago‐Irizarry, eds. Society for Latin American and Caribbean Anthropology (SLACA): Annelou Ypeij, ed. “Amplifying Inequality through Humanitarian Aid,” by María Moreno P Society of Lesbian and Gay Anthropologists (SOLGA): David LR Houston, ed. Society for Linguistic Anthropology (SLA): Mark Allen Peterson and James Stanlaw, eds. “Sapir‐Whorf Redux,” by Mark Allen Peterson Society for Medical Anthropology (SMA): Kathleen Ragsdale, ed. “SMA Notes from the Field: Immigrant Healthcare in the Mississippi Delta,” by Monica A Rosas Gutierrez and Alan W Barton Society for Psychological Anthropology (SPA): Jack R Friedman, ed. “Political Charisma: A Report from the 2009 AAA Meeting,” by Erick Castellanos Society for Urban, National and Transnational/Global Anthropology (SUNTA): Jayne Howell, ed “Mumbai's Water and Its Leaky State,” by Nikhil Anand Society for Visual Anthropology (SVA): Wendy Dickinson, ed. “So You Think You Can Paint?” by Sabrina Hughes
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 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.081 | 0.008 |
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