Bibliographic record
Abstract
When Adorno refers to the concept of maturity (Mündigkeit), he generally means having the courage and the ability to use one’s own understanding independently of dominant heteronomous patterns of thought. This Kantian-sounding claim is essentially an exhortation: maturity demands self-liberation from heteronomy, i.e. autonomy. The problem, however, is that in spite of Adorno’s general endorsement of Kant’s definition of maturity, he ultimately rejects the corresponding Kantian definition of autonomy. Yet Adorno does not simply discard the Kantian concept of autonomy. On the contrary, he will try to correct it by returning to it what it lacks, namely, intimacy or ‘live contact with the warmth of things’. In this gesture, he aims to restore to autonomy its ethical substance or lived ethical context, not as a mere supplement to the purity of duty, but rather as necessary to the very process of becoming mature. This article examines Adorno’s concept of maturity in the context of the dialectical relationship between autonomy and intimacy.
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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 | 0.001 | 0.001 |
| Science and technology studies | 0.006 | 0.036 |
| Scholarly communication | 0.007 | 0.010 |
| Open science | 0.001 | 0.006 |
| Research integrity | 0.002 | 0.005 |
| 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".