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
CHARACTERS AND CIRCUMSTANCES: NOTES ON THE COMPETITION PROGRAMME OF THE 31st MOSCOW IFF If a common aesthetic denominator of the competition films, presented at the 31st Moscow International Film Festival (June 19-28, 2009) is to be found, it would be the predominance of mythos (plot) over ethos (character). While most of the characters were ordinary people - that is, "responding to our sense of common humanity" and like us not distinguished by "superior power of action and intelligence" - the extraordinary circumstances were removed either in time, space or in degree from "the cannons of probability that we would find in our own daily experience" (See Frye). In other words, the Moscow competition films were, as Aristotle would have it, about the predominance of the plot, the soul of the play, and stood or fell upon its intricacies, overshadowing the particular psychological and moral make-up of its dramatis personae. Whether...
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 | 0.001 | 0.001 |
| 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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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