Opinion, In Focus, Knowledge Exchange, and Section News published exclusively online
Bibliographic record
Abstract
Abstract: OPINION UNDER THE HUMAN RIGHTS UMBRELLA |“Indonesian Christians Find Refuge” by Linda Rabben ARCHEOLOGY IN NORTH AMERICA |“Reflecting on Complicity” by Robert Muckle NOTES FROM THE FIELD |“Legacy Under Fire: The Work of Reichel‐Dolmatoff and His Nazi Past” by Federico Cintrón Moscoso MIDDLE EAST MUDDLE |“Poster War on the New York Subway” by Daniel Martin Varisco ANTHROPOLOGY IN THE PUBLIC SECTOR |“Anthropology Sans Research” by Kelly Duke Sarah Ono, Heather Schacht Reisinger and Samantha Solimeo are contributing editors of the Anthropology in the Public Sector column in Anthropology News. LANGUAGE AND CULTURE | Immigration Discussion I |“Contesting Representations of Immigration: The “Drop the I‐Word” Campaign from the Perspective of Linguistic Anthropology” by Jonathan D Rosa Leila Monaghan, Jacqueline Messing, and Richard Senghas are contributing editors of the Language and Culture column in Anthropology News. COUNTERPOINTS |“McCarthyism, Intellectual Exile and the Unfinished Legacy of Daniel Thorner” by Eric B Ross ANTHROPOLOGY & ACTIVISM |“Why Does the Activist Cross the Road?” by Robert R Sauders LANGUAGE AND CULTURE | Immigration Discussion II |“Challenging Terms of Reference: A Brief Insight Into News Language and Community Norms” by Colleen Cotter Leila Monaghan, Jacqueline Messing, and Richard Senghas are contributing editors of the Language and Culture column in Anthropology News. INEQUALITY IN AMERICA |“Lucky Duckies Redux” by Kathryn Marie Dudley LANGUAGE AND CULTURE | Immigration Discussion III |“Self‐Deportation: Self‐Deportation as Neoliberal Cautionary Tale” by Hilary Parsons Dick Leila Monaghan, Jacqueline Messing, and Richard Senghas are contributing editors of the Language and Culture column in Anthropology News. LANGUAGE AND CULTURE | Immigration Discussion IV |“Referentialist in Debates, Governmental in Entailments: Reflections on a Campaign to Change the Terms of Israeli “Immigration” Policy” by Alejandro I Paz Leila Monaghan, Jacqueline Messing, and Richard Senghas are contributing editors of the Language and Culture column in Anthropology News. CHANGES IN ANTHROPOLOGY AND EDUCATION |“Closing the Interest Gap” by Juliette de Wolfe EYE TO ETHNOGRAPHY |“Follow the Cotton, from South Carolina to Shanghai” by Jenny Chio THE WORLD IS CURVED |“Wall Street Vampires and Wal‐Mart Zombies” by Michael E Harkin UNDER THE HUMAN RIGHTS UMBRELLA |“Halloween in Suburbia” by Linda Rabben WHERE THE SOUL MEETS GENOME |“Making Elvis Mice: Why Madonna Has a DNA Team” by Jason Silverstein THE WORLD IS CURVED |“The Progressive Grotesque” by Michael E Harkin IN FOCUS: WASTE “On the Rubbish Road” by Joshua Craze “Profiting from Disaster” by Annika Ericksen Mongolian “Bone Factories” “‘The Great Chief Must Be Like the Great Trash Pile’: A Political Anthropology of Waste in African Urban Contexts” by Emilie Guitard “Beautiful or Wasteful? Reflecting on the Aesthetic Politics of Water” by Daniel Polk “The Transformation that Waste Land Missed” by Kathleen M Millar KNOWLEDGE EXCHANGE CHANGING THE ATMOSPHERE |“Agriculture and Adaptation from Africa to the Andes” by Sarah Strauss SECTION NEWS NATIONAL ASSOCIATION OF STUDENT ANTHROPOLOGISTS | Keri A Canada, ed. “NASA Call for Nominations 2013” Keywords: human rights, public anthropology, applied anthropology, fieldwork, archaeology, climate change, linguistic anthropology, anthropology education, biological anthropology, anthropology of garbage, disaster
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.004 | 0.020 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.004 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.016 | 0.012 |
| Open science | 0.002 | 0.006 |
| Research integrity | 0.006 | 0.004 |
| Insufficient payload (model declined to judge) | 0.541 | 0.315 |
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 itClassification
machine, unvalidatedMachine predicted; the direct Gemma label and the distilled Codex classifier agree on what is shown here.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".