Principles of Instrumental Logic: John Dewey's Lectures in Ethics and Political Ethics, 1895-1896
Bibliographic record
Abstract
John Dewey delivered two sets of related lectures at the University of Chicago in the fall quarter 1895 and the spring quarter 1896. Designed for graduate students, the lectures show the birth of Dewey's instrumentalist theory of inquiry in its application to ethical and political thinking.From 1891 through 1903, Dewey attempted to develop a revolutionary experimentalist approach to ethical inquiry, designed to replace the more traditional ways of moral theorizing that relied on the fixed moral knowledge given in advance of the situations in which they were applied. In the lectures on the logic of ethics, he sets forth and defends the view that the in a moral judgment such as This is good is a coordinating factor in an inquiry. Although the subject matter of the lectures is highly technical, its significance is paramount. It provides the key to and opens the door for a theory that preserves the difference between strictly inquiry and moral inquiry even while it provides a scientific treatment of the latter.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.011 |
| Scholarly communication | 0.003 | 0.004 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.004 |
| Insufficient payload (model declined to judge) | 0.005 | 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".