Ful-filling the Copula, Determining Nature: The Grammatical Ontology of Hegel's Metaphysics
Bibliographic record
Abstract
ABSTRACT Both Continental and analytic traditions have tended to associate Hegel's idealism with metaphysics and therefore as divorced from and even pernicious to reality. Hence, contemporary Hegel studies have tended to concentrate on discrete elements of his philosophy while attempting to avoid its metaphysical dimensions and their systematic pretensions. I seek to show that rather than dwelling in abstraction, Hegel's metaphysics, as presented in his Logics, recount the thought determinations through which being comes to be grounded and, thus, scientifically knowable as nature. Such categorical determining is essentially linguistic, taking place through the grammatical forms of judgment (Urteil) and their outcome in the syllogism. The centrality of these grammatical forms reveals the anthropological goal of Hegel's metaphysics, where the fully determined copula of judgment presents itself as the object of natural science, for us.
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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 | 0.004 | 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 | 0.003 | 0.042 |
| Scholarly communication | 0.005 | 0.007 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 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".