Bibliographic record
Abstract
The ancient tradition of Porphyry's 'change of views' and even 'vacillation' on a number of issues is cited in support. Porphyry's Platonic commentaries must have been relatively diffuse compared with the single-minded approach of Iamblichus and Proclus. The total transcendence of the One is arguably one of the most innovative of Plotinus' ideas and one not without its difficulties, as is confirmed by the constant attention paid to it by later Platonists. The tripartite soul has, claims Porphyry, primarily an ethical role and then proceeds to add the traditional Aristotelian list of soul faculties as an interpretation of Plato's more general view. Porphyry's interest in the physical world is primarily from the metaphysical perspective with its concern for principles. Porphyry's commentaries not only firmly rooted the logical works of Aristotle in the curriculum of the Platonic schools but provided an important source of information and exegesis on which Iamblichus and Proclus would later draw.
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.
How this classification was reachedexpand
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 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".