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
Series Editors' Preface.Acknowledgments.Notes on Contributors.List of Figures.List of Tables.Part I: Introduction:.1. Contextualizing an Archaeology of Asia: Miriam T. Stark (University of Hawai'i, Manoa).Part II: Contexts of Asian Archaeology:.2. Some National, Regional, and Political Uses of Archaeology in East and Southeast Asia: Ian Glover (Institute of Archaeology, University College London).3. Archaeology in the Two Koreas: Sarah Nelson (University of Denver).4. Self-identification in the Modern and Post-Modern World and Archaeological Research: A Case Study from Japan: Koji Mizoguchi (Kyushu University).Part III: Formative Developments:.5. East Asian Plant Domestication: Gary Crawford (University of Toronto, Mississauga).6. Asian Farming Diasporas? Agriculture, Languages, and Genes in China and Southeast Asia: Peter Bellwood (Australian National University).Part IV: Emergence and Development of Complex Asian Systems:.7. Early Communities in East Asia: Economic and Sociopolitical Organization at the Local and Regional Levels: Anne Underhill and Junko Habu (The Field Museum, University of Illinois, Chicago, and Northwestern University University of California, Berkeley).8. Sociopolitical Change from Neolithic and Bronze Age China: Li Liu and Xingcan Chen (La Trobe University Chinese Academy of Social Sciences).9. Marks and Labels: Early Writing in Neolithic and Shang China: David N. Keightley (University of California, Berkeley).10. Secondary State Formation and the Development of Local Identity: Change and Continuity in the State of Qin (770-221 BC): Gideon Shelach and Yuri Pines (both Hebrew University, Jerusalem).Part V: Crossing Boundaries and AncientAsianStates:.11. Frontiers and Boundaries: The Han Empire from its Southern Periphery: Francis Allard (Indiana University of Pennsylvania).12. States on Horseback: The Rise of Inner Asian Confederations and Empires: William Honeychurch and Chunag Amartuvshin (Smithsonian Institution Institute of Archaeology, Ulaanbaatar, Mongolia).13. Historicizing Foraging in Asia: Power, History, and Ecology of Holocene Hunting and Gathering: Kathleen Morrison (University of Chicago).14. The Axial Age in Asia: The Archaeology of Buddhism (500 BC - AD 500): Himanshu Ray (Jawaharlal Nehru University).15. Imperial Landscapes of South Asia: Carla Sinopoli (University of Michigan)Index
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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 0.000 |
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