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
This paper considers the contribution of philosophy to education. First, a case is made that the fundamental goal of education is to cultivate human agency in the sense of being able to enact one’s freedom (as opposed to conditioned and habituated patterns of thinking, perception, and action) grounded in personal knowledge and ethics. This agency is named as ‘autonomy’ in this paper. Secondly, philosophy is conceived as an “art of living,” which has ancient roots in both the East and West. An argument is made that identifying philosophical activity as predominantly discursive and theoretical activity entrenches us in the “addiction” to conceptualization and blinds us to seeing that a map is not the territory. Human beings encompass the discursive as well as the non-discursive, theoretical as well as practical dimensions. Hence philosophy as an art of living must address all the dimensions. As an illustration, a number of exemplary philosophic arts pertaining to these practices are explored, including world-making through dialogue (Socratic); autobiographical experiment through philosophical writing (Nietzschean); human-making and self-transformation (Confucian); and mindfulness practice (Buddhist). The case is made that these practices combine to illustrate and demonstrate that philosophy is a practice devoted to the cultivation of fundamental human agency, namely autonomy.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 | 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) | 0.002 | 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