The Explanatory Structure of the Transcendental Deduction and a Cognitive Interpretation of the First Critique
Bibliographic record
Abstract
Consider two competing interpretations of Kant'sCritique of Pure Reason: theepistemicandcognitiveinterpretations. The epistemic interpretation presents the firstCritiqueas a work of epistemology, but what is more, it sees Kant as an early proponent of anti-psychologism — the view that descriptions of how the mind works are irrelevant for epistemology. Even if Kant does not always manage to purge certain psychological- sounding idioms from his writing, the epistemic interpretation has it, he is perfectly clear that he means his evaluation of knowledge to be carried out independently of psychology. In contrast, the cognitive interpretation presents the firstCritiqueas a description of the operation of human cognitive faculties — sensibility, the understanding, and reason. Whatever else the firstCritiquemight be on this interpretation, it is at least Kant's articulation of a theory of mind.
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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 | 0.006 | 0.017 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.002 |
| Bibliometrics | 0.004 | 0.002 |
| Science and technology studies | 0.004 | 0.036 |
| Scholarly communication | 0.009 | 0.010 |
| Open science | 0.003 | 0.005 |
| Research integrity | 0.007 | 0.007 |
| Insufficient payload (model declined to judge) | 0.009 | 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".