The Philosophic Habit of Mind: Aristotle and Newman on the End of Liberal Education
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
read Aristotle in 1818 as an undergraduate at Trinity College, Oxford. For his degree examination in 1820, he prepared three of Aristotle's works, the Rhetoric, Poetics, and Nicomachean Ethics. After he was named a Fellow of Oriel College in 1822, Newman worked closely for six years with the influential Dr. Richard Whately, whose textbook on logic replaced the manual used at Oxford for over a century. Whately's entire project during this period was to vindicate and revitalize Aristotelian logic. Newman contributed essays to Whately's work and published early essays of his own which were influenced by Aristotelian thought. Dr. Whately, writes Newman, "taught me to think and to use my reason .... [He] was the fiJ'St person who opened my mind, that is who gave it ideas and principles to cogitate
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it