Die doppelte doppelte Morphologie - Eine soziale Netzwerkanalyse zur sozialen Morphologie von Open Source-Communities und Inuit
Bibliographic record
Abstract
Dieses Paper stellt eine vergleichende empirische Untersuchung zwischen der Open Source-Community KDE und der Inuit- Gemeinschaft vor. Die Ergebnisse deuten darauf hin, dass sich die von Marcel Mauss bei den Inuit beobachteten zyklisch wechselnden Formen des Zusammenlebens gleichermaßen auch in der virtuellen Community reproduzieren. Da die Online-Communities auf freiwilliger Teilnahme basieren und sich auf die Bedürfnisse ihrer Mitglieder einstellen müssen, stützen die Befunde Mauss' These, dass es sich bei der doppelten Morphologie um eine anthropologische Konstante handelt.
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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 | 0.016 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.019 |
| Science and technology studies | 0.061 | 0.028 |
| Scholarly communication | 0.062 | 0.025 |
| Open science | 0.088 | 0.052 |
| Research integrity | 0.001 | 0.002 |
| 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; both teacher heads agree on what is shown here.
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".