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 book, first published in 2005, offers a radical challenge to accounts of the common law's development. Contrary to received jurisprudential wisdom, it maintains there is no grand theory which will explain satisfactorily the dynamic interactions of change and stability in the common law's history. Offering original readings of Charles Darwin's and Hans-Georg Gadamer's works, the book shows that law is a rhetorical activity that can only be properly appreciated in its historical and political context; tradition and transformation are locked in a mutually reinforcing but thoroughly contingent embrace. In contrast to the dewy-eyed offerings of much contemporary work, it demonstrates that, like life, law is an organic process (i.e., events are the products of functional and localized causes) rather than a miraculous one (i.e., events are the result of some grand plan or intervention). In short, common law is a perpetual work-in-progress - evanescent, dynamic, messy, productive, tantalising, and bottom-up.
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 | 0.002 | 0.003 |
| 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