A Canadian View of the Second Sophistic? [Review]
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
Collections of articles on Imperial Greek literature may be popular in Europe and the UK, but they remain rare on the other side of the Atlantic. The appearance of this volume, originating in a 2007 conference held at Laval in Québec City, is thus welcome, and evidence that the field is thriving in Canada; each of the fourteen contributors to this volume, eight writing in French and six in English, has an academic connection, past or present, to a Canadian university (p. xi). Is it possible to identify, then, a specifically Canadian way of perceiving the Second Sophistic on display here (or perhaps better un regard Québécois; ten of the authors have ties to Montréal, Québec or nearby Ottawa)? The somewhat anodyne title suggests a certain modesty of agenda, which is reflected in the predominantly literary, text-based approach favoured by nearly all the contributors, who tend towards strictly delimited analyses of passages, imagery or terminology from one or two ancient authors. No grand theorising or sweeping statements here. Such modesty, however, is one of the volume’s virtues; the careful readings practised in the best of the essays make valuable contributions to our understanding of the complexity of Second Sophistic texts.
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 | 0.002 | 0.002 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 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