Philosophy of Education and the Contested Nature of Empirical Research: A Rejoinder to D.C. Phillips
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
INTRODUCTION In a recent article published in the Journal of the Philosophy of Education, D.C. Phillips makes a valiant if ultimately unsuccessful attempt to rescue empirical research in education from a range of terminal defects. With tongue in cheek, Phillips employs such weighty experts as Woody Allen and Sir Arthur Conan Doyle — we presume intentionally committing the fallacy of appeal to erroneous authority — to support his mission. In the final analysis, however, Phillips’s wittily crafted apology for the dominant research paradigm in education unfortunately misrepresents important philosophical critiques on the limits of empirical research. In this essay, we challenge Phillips’s defense of empirical research in education and argue that his attack on Kieran Egan in particular fails to address the considerable force of the latter’s most contemporary critique. From the outset of this rejoinder, we also wish to convey our tremendous professional respect for Phillips and his many contributions to the philosophy of education.
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 | 0.004 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| 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