4D spacetime : a string-motivated explanation for the dimensionality of the observable universe
Bibliographic record
Abstract
LIST OF TABLES2.1 Properties of the three link types allowed by the discretized worldsheet and spacetime 3.1 A comparison of critical density values, the Hagedorn density pjj- 3.2 Unwinding rates A.l Energy nonconservation of the Easther, Greene, and Jackson lattice .v ResumeUn survol de la theorie des cordes, ainsi qu'une introduction du mecanisme Brandenberger-Vafa (BV) sont presented.Ce dernier utilise les proprietes intrinseques des cordes pour expliquer pourqoui seulement trois des neuf dimensions (dix dans le contexte de la theorie M) predites par la theorie des cordes sont observables.Nous developpons deux methodes pour verifier le mecanisme BV pour subsequemment les utiliser pour corroborer nos resultats precedent.
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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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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".