Craft Production and Social Change in Mumun Pottery Period Korea
Bibliographic record
Abstract
This paper addresses the development of craft production in the Mumun Pottery Period (c. 1500 to 300 B.C.) of south-central Korea. Specialized craft production of greenstone ornaments, groundstone daggers, red-burnished pottery, and bronze objects was coeval with the onset of intensive agriculture. We examine the nature of this production in the settlement of Daepyeong, where social differentiation increased diachronically, notably in the Late Middle Mumun (700–550 B.C.). Specialized craft production appears to have originated as a supplement to intensive agriculture in the Early Middle Mumun (850–700 B.C.), when a mix of corporate and network strategies of competition between leaders existed but social differences between community members was deemphasized and consumption of prestige artifacts was limited. Evidence suggests that full-time leaders used the production and distribution of greenstone ornaments and long groundstone daggers in an incipient network strategy to gain power for themselves and their supporters in the Late Middle Mumun.
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How this classification was reachedexpand
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".