Bibliographic record
Abstract
ABSOLUTE INDIFFERENCE Being is abstract indifference, and when this trait is to be thought by itself as being, the abstract expression “indifferentness” has been used – in which there is not supposed to be as yet any kind of determinateness. Pure quantity is this indifference in the sense of being open to any determinations, provided that these are external to it and that quantity itself does not have any link with them originating in it. The indifference which can be called absolute, however, is one which, through the negation of every determinateness of being, of quality and quantity and of their at first immediate unity, that is, of measure, mediates itself with itself to form a simple unity. Determinateness is in it still only a state, that is, something qualitative and external which has the indifference as a substrate . But that which has thus been determined as qualitative and external is only a vanishing something; as thus external with respect to being, the qualitative sphere is the opposite of itself and, as such, only the sublating of itself. In this way, determinateness is still only posited in the substrate as an empty differentiation. But it is precisely this empty differentiation which is the indifference itself as result. And this indifference is indeed concrete, in the sense that it is self-mediated through the negation of all the determinations of being. As such a mediation, it contains negation and relation, and what was called “state” is a differentiation which is immanent to it and self-referring. It is precisely this externality and its vanishing which make the unity of being into an indifference: consequently, they are inside this indifference, which thereby ceases to be only a substrate and, within , only abstract. INDIFFERENCE AS INVERSE RATIO OF ITS FACTORS We now have to see how this determination of indifference is posited in the indifference itself and the latter is posited, therefore, as existing for itself . 1. The reduction of at first independently accepted measure-relations establishes their one substrate ; this substrate is their continuing into one another and is, therefore, the one indivisible independent measure which is wholly present in its differentiation.
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.025 |
| Scholarly communication | 0.009 | 0.011 |
| Open science | 0.001 | 0.006 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.014 | 0.002 |
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".