Beyond foraging and collecting: evolutionary change in hunter-gatherer settlement systems
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
Foreword L.R. Binford, A. Johnson. 1. Introduction: Beyond Foraging and Collecting: Evolutionary Change in Hunter-Catherer Settlement Systems Junko Habu, B. Fitzhugh. Section I: Regional scale processes of settlement pattern change. Section introduction. 2. Going by boat: the forager-collector continuum at sea K.M. Ames. 3. Jomon collectors and foragers: long-term changes in settlement systems among prehistoric hunter-gathers in Japan Junko Habu. 4. Logistical organization, social complexity, and the collapse of prehistoric Thule whaling societies in the central Canadian arctic archipelago J.M. Savelle. 5. Natufian - A complex society of foragers O. Bar-Yosef. Section II. Microevolutionary approaches to long term hunter-gatherer settlement change. Section introduction. 6. Mobility, search modes, and food-getting technology: from Magdalenian to Early Mesolithic in the Upper Danube Basin L.E. Fisher. 7. Long-term land tenure systems in Central Brazil: evolutionary ecology, risk-management, and social geography R. Kipnis. 8. Central Place Foraging and prehistoric pinyon utilizatin in the Great Basin D.W. Zeanah. 9. Residential and logistical strategies in the evolution of complex hunter-gatherers on the Kodiak Archipelago B. Fitzhugh. Section III: Beyond ecological approaches to hunter-gatherer settlement change. Section introduction. 10. Sacred power and seasonal settlement on the central northwest coast A. Cannon. 11. Long-term change and short-term shifting in the economy of Philippine forager-traders L.L. Junker. 12. Explaining changes in settlement dynamics across transformations of modes of production: from hunting to herding in the south-central Andes M. Aldenderfer. Afterword: Beyond foraging and collecting: retrospect and prospect T.D. Price. 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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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