Bibliographic record
Abstract
This piece presents some motifs concerning fluidity and multiplicity that arise from the Contingency chapters of Hegel's Science of Logic. I do not present it as a microcosm of an overall interpretation of Hegel. Still, emphasising Hegel's categories of fluidity and dissolution, and of multiplicity and its marks, obviously intensifies a certain version of the dialectic. One might call this ‘far left Hegelianism’. If it were to be generalised as a reading of Hegel, it might share something with Jean-Luc Nancy's polemical little book, Hegel: L'inquiétude du négatif (Paris: Hachette, 1997). A reading like this one is unlikely to have been written prior to Deleuze's ontology of multiplicity. In undialectical philosophies, contingency, like desire, suggests themes of arbitrariness, unsystematic events, isolated moments of chance, and so on. In Hegel, of course, the roles played by desire and contingency are quite the contrary. Desire is part of Hegel's account of how a subject can in the movement of life find itself as part of the truth of objects, at the same time as it finds objects as part of its own truth — the direct contrary of arbitrary subjective preference. Contingency is part of Hegel's account of how the mark of a necessary totality is visible in every free actualisation of a possibility — the direct contrary of isolated events. The clue to the dialectic is the way the desubstantialising categories of fluidity and multiplicity are generated precisely through the apparently substantialising categories of actuality and necessity.
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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 | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.005 | 0.045 |
| Scholarly communication | 0.007 | 0.011 |
| Open science | 0.001 | 0.006 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.005 | 0.001 |
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".