Schooling for "Deep-Knowing": On the Education of a Pithecanthropus Erectus
Bibliographic record
Abstract
We busted out of class, had to get away from those fools.We learned more from a three-minute record, baby, than we ever learned in school.Tonight 1 hear the neighbourhood drummer sound, I can feel my heart begin to pound.You say you're tired and you just want to close your eyes.And follow your dreams down.-from ''No Surrender" (Born in the USA)Bruce SpringsteenTwenty-five hundred years ago, Plato commented that the downfall of a city {polls) would result from the corruption of its tragedies.Tragedy, originally a "goat song" {tragodia) or sacred hymn performed at the festivals of Dionysus, god of wine and ecstasy, was the highest form of art in the ancient world.In tragedy, the poet {poietes) or "maker" was the teacher of grown-up men in the same way that the schoolteacher {didaskalos) was with regard to boys.Here, the case of the ancient, tragic poet-teacher is instructive in our modern context, for where a modern-day schoolteacher might be said to be an historian {historikos), or one concerned with understanding "the real facts" of the world and of human society, in his Poet-
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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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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".