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): Joanna Davidson, ed. Anthropology and Environment Section (A&E): Terre Satterfield, ed. “Recognizing Archaeology in Environmental Decision‐Making,” by Christopher B Wolff Archeology Division (AD): James M Skibo, ed. “Archaeology as Anthropology,” by Namita Sugandhi Association for Africanist Anthropology (AfAA): Jennifer E Coffman, ed. “2009 Elliott P Skinner Book Award,” by Jennifer Coffman, Bennetta Jules‐Rosette, Betty Harris and Gwendolyn Mikell Association of Black Anthropologists (ABA): Shaka McGlotten, ed. Association for Feminist Anthropology (AFA): Damla Isik and Jessica Smith, eds. “President Obama's Council on Women and Girls,” by Nandini Gunewardena Association for Latina and Latino Anthropologists (ALLA): Luis FB Plascencia, ed. “Closing 2009, Opening 2010,” by Carmen Ferradas Association for Political and Legal Anthropology (APLA): Mona Bhan and Noelle Molé, eds. “Politics and Islam in Indonesia,” by Daromir Rudnyckyj Association of Senior Anthropologists (ASA): Paul L Doughty, ed. Biological Anthropology Section (BAS): Virginia J Vitzthum, ed. Central States Anthropological Society (CSAS): Evelyn Dean‐Olmstead and Angela Glaros, eds. Council on Anthropology and Education (CAE): Steve Bialostok, ed. “Message from the New President‐Elect,” by Katherine Schultz; “Message from the New Member‐at‐Large,” by Neriko Doerr Council for Museum Anthropology (CMA): Joyce Herold, ed. “CMA in 2009: Progress and Prospects,” b y Catherine S Fowler Culture and Agriculture Section (C&A): Ronald Rich, ed. “Report on the UN Commission on Sustainable Development,” by Anita Spring and Joan Mencher Evolutionary Anthropology Society (EAS): John P Ziker, ed. “Culture and the Mind,” by Brooke A Scelza Middle East Section (MES): Emilio Spadola, ed. “Book Summary: Women of Fes ,” by Rachel Newcomb National Association for the Practice of Anthropology (NAPA): Christine Miller, ed. “Exciting Times for NAPA,” by Mary Odell Butler National Association of Student Anthropologists (NASA): Keri A Canada, ed. Society for Anthropological Sciences (SAS): Stephen Lyon, ed. Society for Anthropology in Community Colleges (SACC): Lloyd Miller, ed. Society for the Anthropology of Europe (SAE): Deborah R Altamirano, ed. “Vilnius, Lithuania: European Capital of Culture 2009,” by Domenico Crisafulli Society for the Anthropology of Food and Nutrition (SAFN): Rachel Black, ed. “The New Global Land Grab,” by Craig Hadley (Emory U) Society for the Anthropology of North America (SANA): David Kamper, ed. “(Re)Cycling the City: Biking across Lines in Los Angeles,” by Adonia E Lugo Society for the Anthropology of Religion (SAR): Jennifer Selby, ed. “Message from the President,” by Stephan Palmié; “Book Series Update,” by Laurel Kendall Society for the Anthropology of Work (SAW): Angela Jancius, ed. “The Decoupling of Work and Place,” by Brigitte Jordan Society for Cultural Anthropology (SCA): Jean M Langford, ed. Society for East Asian Anthropology (SEAA): Jennifer Hubbert and Gordon Mathews, eds. “Ethnography as Evidence and the Endurance of the Ethnographic Relationship,” by Gene Cooper Society for Latin American and Caribbean Anthropology (SLACA): Annelou Ypeij, ed. Society of Lesbian and Gay Anthropologists (SOLGA): David LR Houston, ed. Society for Linguistic Anthropology (SLA): James Stanlaw and Mark Allen Peterson, eds. “Learn a Language, Develop Musical Skill,” by James Stanlaw Society for Medical Anthropology (SMA): Kathleen Ragsdale, ed. “Highlights from SMA's International Conference,” by Emily Wentzell; “Special Commentary on ‘Medical Anthropology at the Intersections’,” by Carolyn Sargent Society for Psychological Anthropology (SPA): Jack R Friedman, ed. Society for Urban, National and Transnational/Global Anthropology (SUNTA): Jayne Howell, ed and Jason Pribilsky, CORI correspondent. “Recession Impacts Remittances and Immigration,” by Tamar Diana Wilson Society for Visual Anthropology (SVA): Wendy Dickinson, ed. “Introducing the Visual Anthropology Program Directory,” by Kate Hennessy and Craig Campbell; “Ethnographic Terminalia in Philadephia,” by Craig Campbell
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 | 0.002 | 0.006 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.006 | 0.001 |
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