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. “Northern Madagascar's ‘Green Gold’”, by Lisa L Gezon Archeology Division (AD): James M Skibo, ed. “Archaeology Is Archaeology”, by Michael E Smith; “Archaeology Is Anthropology”, by Philip Arnold (Loyola U) Association of Black Anthropologists (ABA): Shaka McGlotten, ed. Association for Feminist Anthropology (AFA): Damla Isik and Jessica Smith, eds. “Two‐Spirit Gender and Native North Americans”, by Tiffany Black; “Sexual Politics at Play in the French Caribbean”, by Vanessa Agard‐Jones Association for Latina and Latino Anthropologists (ALLA): Luis FB Plascencia, ed. “The Drug War, the Border and Anthropology”, by Santiago Ivan Guerra Association for Political and Legal Anthropology (APLA): Mona Bhan and Noelle Molé, eds. “Privatized Justice”, by Debarati Sen Association of Senior Anthropologists (ASA): Paul L Doughty, ed. “Who Are We?” by J Anthony Paredes 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. Culture and Agriculture (C&A): Ronald Rich, ed. “ Clasificadores : ‘Living Off the Trash’ and Raising Hogs at the Urban Margin”, by A Shiloh Moates Evolutionary Anthropology Society (EAS): John P Ziker, ed. Middle East Section (MES): Emilio Spadola, ed. “Flagg Miller Discusses the Bin Laden Audiotapes”, by Gracye Cheng National Association for the Practice of Anthropology (NAPA): Christine Miller, ed. “Call to Service: Invitation to Practice”, by Kalfani N Ture' National Association of Student Anthropologists (NASA): Keri A Canada, ed. “Consuming Chinatown: Ethnography through Progressive Dining”, by Michael Marshall Society for Anthropological Sciences (SAS): Stephen Lyon, ed. “Digital Preservation and Access: A Workshop Review”, by Carol Ember; “Featured Website and Membership Reminder”, by Stephen Lyon Society for Anthropology in Community Colleges (SACC): Lloyd Miller, ed. “SACC Annual Conference, San Francisco”, by George Rodgers Society for the Anthropology of Europe (SAE): Deborah R Altamirano, ed. “Questions of Cross‐Cultural Collaboration”, by Amy Mountcastle Society for the Anthropology of Food and Nutrition (SAFN): Rachel Black, ed. Society for the Anthropology of North America (SANA): David Kamper, ed. Society for the Anthropology of Religion (SAR): Jennifer Selby, ed. “Review of New Perspectives on Islam in Senegal ”, by Karen Smid Society for the Anthropology of Work (SAW): Angela Jancius, ed. Society for Cultural Anthropology (SCA): Jean M Langford, ed. “On ‘Moral Ambitions of Grace’”, by Hannah Appel, Mareike Winchell and Emily Yates‐Doerr Society for East Asian Anthropology (SEAA): Jennifer Hubbert and Gordon Mathews, eds. Society for Humanistic Anthropology (SHA): Frederic W Gleach and Vilma Santiago‐Irizarry, eds. Society for Latin American and Caribbean Anthropology (SLACA): Annelou Ypeij, ed. “ JLACA : An Editorial Update”, by Andrew Canessa 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 Tone Language, Develop Musical Skill, Part 2”, by James Stanlaw Society for Medical Anthropology (SMA): Kathleen Ragsdale, ed. “CES4Health.info: An Innovative Online Resource for Peer Review”, by Kathleen Ragsdale and Cathy Jordan Society for Urban, National and Transnational/Global Anthropology (SUNTA): Jayne Howell, ed and Jason Pribilsky, CORI correspondent. “Hollywood Tackles the Migrant Journey through Mexico”, by Wendy Vogt Society for Visual Anthropology (SVA): Wendy Dickinson, ed. “The Black Flag on the Moon”, by Joseph Loccisano
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 | 0.005 | 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) | 0.005 | 0.002 |
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