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2012· article· en· W4254981381 on OpenAlexaboutno aff

Bibliographic record

VenueAnthropology News · 2012
Typearticle
Languageen
FieldSocial Sciences
TopicComputational and Text Analysis Methods
Canadian institutionsnot available
Fundersnot available
KeywordsMythologyEthnographyLinguistic anthropologySociologyAnthropologyKinshipNarrativeArt historyHistoryClassicsArtLiterature

Abstract

fetched live from OpenAlex

Abstract: OPINION UNDER THE HUMAN RIGHTS UMBRELLA |“Causes Celebres, New and Old” by Linda Rabben COUNTERPOINTS |“Modernization and the Myth of Vicos” by Eric B Ross ANTHROPOLOGY AND ACTIVISM |“Pussy Riot Matters” by Robert R Sauders ANTHROPOLOGY IN THE PUBLIC SECTOR |“Anthropology in the Public Sector” by Sarah Ono, Heather Schacht Reisinger, and Samantha L Solimeo THE WORLD IS CURVED |“The World is Curved” by Michael Harkin INEQUALITY IN AMERICA |“The Wages of Smartness” by Kathryn Marie Dudley CONTEMPORARY ISSUES IN BIOLOGICAL ANTHROPOLOGY |“Impersonal Genomics and Anthropology” by Adam Van Arsdale MIDDLE EAST MUDDLE |“Body Politics: Muhammad and Middleton” by Daniel Martin Varisco MIDDLE EAST MUDDLE |“Between the Rock of Ages and a Hard Sell” by Daniel Martin Varisco ARCHEOLOGY IN NORTH AMERICA |“The Subversive Archaeologist, Interviewed” by Robert Muckle GLOBAL HEALTH |“If a bomb drops in Sudan and no one hears, did it make a sound?” by Jeff Deal WHERE THE SOUL MEETS GENOME |“Molecular Suspects: Murder Genes and Mass Shootings” by Jason Silverstein LANGUAGE AND CULTURE |“The Genetic Worldview and Indo‐European Myths of Origin” by Magnus Pharao Hansen Leila Monaghan, Jacqueline Messing and Richard Senghas are contributing editors of the Language and Culture column in Anthropology News. EYE TO ETHNOGRAPHY |“Films Good to Think With” by Jenny Chio and Zeynep Devrim Gürsel CHANGES IN ANTHROPOLOGY AND EDUCATION |“New Orleans Education: Using Choice to Stack the Deck?” by Juliette de Wolfe J DRIVE |“Markets and Au Pairs: Material Culture, Global Economy and Domestic Work in Europe” by Ritu G Khanduri NARRATIVE ETHNOGRAPHY CULTURAL STORYTELLING |“Evidence That There is Rarely One Correct Answer” by Barbara Garii Julia L Offen is the contributing editor of Narrative Ethnography, Cultural Storytelling in Anthropology News. IN FOCUS: VIOLENCE AND CONFLICT “Researcher Responses to KONY 2012” by Amanda J Reinke “Gender‐based Violence and Body Politic in Nepal” by Kapil Dahal “Voices of Karimojong Storytellers” by Mustafa Kemal Mirzeler “Sound of Death and the Legacy of Thinking Violence” by Stephanie W Alemán and Tarryl L Janik “Generating Change in a Conflict Area: A Glimpse at Global, Local and Individual Approaches” by Michael F Sullivan “Embodying the Enemy: Muslim Students in Right Wing Hindu Schools” by Rucha Ambikar “Violent Terms: Examining Language of “Law” and “Torture” in the Bush Administration by Rachel Daniell “Movement, Consent and the Justification of Soldier Rape in Militarized Economies” by Rebecca Gimbel KNOWLEDGE EXCHANGE CHANGING THE ATMOSPHERE |“Climate Change Impacts across the Americas” by Sarah Strauss 2012 AAA PHOTO CONTEST |“People” Photo Contest Entries 2012 AAA PHOTO CONTEST |“Place” Photo Contest Entries 2012 AAA PHOTO CONTEST |“Practice” Photo Contest Entries 2012 AAA PHOTO CONTEST |“Process” Photo Contest Entries SECTION NEWS NATIONAL ASSOCIATION OF STUDENT ANTHROPOLOGISTS | Keri A Canada, ed. |“New Issue of Student Anthropologist” NATIONAL ASSOCIATION OF STUDENT ANTHROPOLOGISTS | Keri A Canada, ed. “Request for Feedback: Gender Equity in Anthropology” NATIONAL ASSOCIATION OF STUDENT ANTHROPOLOGISTS | Keri A Canada, ed. “NASA Call for Submissions” Keywords: human rights, activism, advocacy, economic anthropology, biological anthropology, archaeology, linguistic anthropology, ethnography, anthropology education, violence, conflict, legal anthropology, climate change Interview with Neil Whitehead j.1556‐3502.2012.53701_s.x.mp3 Tarryl L Janik's interview with Neil Whitehead. Sound file to go with the In Focus essay “Sound of Death and the Legacy of Thinking Violence: Notes on a Final Interview with Neil L Whitehead”

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.022
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.638
Threshold uncertainty score0.517

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.022
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.003
Science and technology studies0.0040.001
Scholarly communication0.0160.013
Open science0.0020.007
Research integrity0.0130.006
Insufficient payload (model declined to judge)0.6380.477

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.

Opus teacher head0.068
GPT teacher head0.428
Teacher spread0.361 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

Study designNot applicable
Domainnot available
GenreOther

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".

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Citations0
Published2012
Admission routes1
Has abstractyes

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