The New Shape of Old Island Cultures: A Half Century of Social Change in Micronesia.
Bibliographic record
Abstract
The years since World War II have brought unprecedented social change to Micronesia. Now, drawing on more than four decades of experience living and working in the region, Francis X. Hezel assesses the most striking changes to have swept over the islands in the past fifty years. His careful and comprehensive reading of Micronesian anthropology and history allows him to present insights into patterns of change touching the lives of not only Micronesians but people in other parts of the Pacific as well. The broad range of topics covered include family structure, land, gender roles, cultural treatment of life events (birth, marriage, death), sexuality, political authority, and demography and migration. Hezel argues that the primary engine of social change in Micronesia has been the dramatic shift from subsistence fishing and gardening to salaried employment in a cash economy. He makes the case that this fundamental change has fragmented the extended family, changed the way land is viewed, revolutionized gender roles, and paved the way for an ethics of individualism.
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 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 | 0.001 | 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) | 0.001 | 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".