Against determinism: A reassessment of Marcel Mauss’s essay on seasonal variations
Bibliographic record
Abstract
The famous “Seasonal Variations of the Eskimo” by Marcel Mauss has traditionally been understood as a text about the dominance of the social world in determining and imposing seasonal organisation on the physical world. Such interpretations of seasonality typically fail to take adequate account of contemporary European and North American debates about land and society. Paying close attention to the historical context of the essay reveals strong evidence for an alternative reading: that it was written as a polemic against anthropogeographical theory from the school of Friedrich Ratzel. The prime target was Hans-Peder Steensby, an intellectual disciple of Ratzel. Depicting Steensby as exclusively concerned with physical geography, Mauss reinterpreted his evidence within his own evidential context of social morphology. He concludes that the crucial principle governing Inuit seasonal life is thesymbiosisbetween the social and physical worlds—and not the physical determination or technological adaptations diagnosed by the anthropogeographers. Understanding that Mauss was seeking to distance his own sociology/anthropology from geography provides an opportunity to reflect on the divergence in theoretical orientation and choice of research problems amongst the community of Inuit studies.
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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 | 0.005 | 0.015 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.007 | 0.023 |
| Scholarly communication | 0.006 | 0.007 |
| Open science | 0.002 | 0.004 |
| Research integrity | 0.005 | 0.009 |
| 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 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".