Anthropological stranger: the intellectual trajectory of Hortense Powdermaker
Bibliographic record
Abstract
This article investigates the life and works of Hortense Powdermaker (1896-1970). In contradistinction to the intellectual climate of her times, Powdermaker's intellectual trajectory can be characterised as eclectic, dynamic and forward thinking. Spanning nearly four decades, Powdermaker's academic career was dedicated to developing a distinct ‘anthropological vision’. Yet, although she conducted studies of culture and society that transcended structures of orthodoxy and charted alternative theoretical and methodological terrain, in turn establishing herself as a pioneer of contemporary anthropological thought, Powdermaker's work has failed to gain incorporation into wider disciplinary research agendas. Set within a sociology-of-intellectuals framework, it is argued that Powdermaker occupies a peripheral position in the history of anthropology – a position which does not adequately reflect the significance of her work – and that Powdermaker's greatest intellectual contribution was her innovative epistemology and sophisticated ‘anthropological vision’. Nonetheless, as a result of the powerful traditions and orthodox schools of thought which reigned supreme in mid-century anthropology and sociology, she was unable to exert any enduring influence on British or American social thought.
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 imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.005 | 0.011 |
| Scholarly communication | 0.005 | 0.005 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.002 | 0.003 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), 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".