MétaCan
Menu
Back to cohort
Record W4321261587 · doi:10.1090/pspum/103.2/01857

A Note On Some Minimally Supersymmetric Models In Two Dimensions

2021· other· lv· W4321261587 on OpenAlexafffund
Davide Gaiotto, Theo Johnson-Freyd, Edward Witten

Bibliographic record

VenueProceedings of symposia in pure mathematics · 2021
Typeother
Languagelv
FieldPhysics and Astronomy
TopicBlack Holes and Theoretical Physics
Canadian institutionsPerimeter Institute
FundersInstitut Périmètre de physique théoriqueIndustry CanadaGovernment of CanadaNational Science Foundation
KeywordsAlgorithmAnnotationType (biology)Artificial intelligenceComputer scienceConjectureMathematicsCombinatoricsBiology

Abstract

fetched live from OpenAlex

We explore the dynamics of a simple class of two-dimensional models with ( 0 , 1 ) (0,1) supersymmetry, namely sigma-models with target S 3 \mathsf {S}^3 and the minimal possible set of fields. For any nonzero value of the Wess–Zumino coupling k k , we describe a superconformal fixed point to which we conjecture that the model flows in the infrared. For k = 0 k=0 , we conjecture that the model spontaneously breaks supersymmetry. We further explore the question of whether this model can be continuously connected to one that spontaneously breaks supersymmetry by “flowing up and down the renormalization group trajectories,” in a sense that we describe. We show that this is possible if k k is a multiple of 24, or equivalently if the target space with its B B -field is the boundary of a “string manifold.” The mathematical theory of “topological modular forms” suggests that this condition is necessary as well as sufficient.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Methods · Consensus signal: none
Teacher disagreement score0.006
Threshold uncertainty score0.021

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.002
Bibliometrics0.0010.001
Science and technology studies0.0020.002
Scholarly communication0.0020.002
Open science0.0010.002
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0060.001

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.

Opus teacher head0.013
GPT teacher head0.257
Teacher spread0.244 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
Domainnot available
GenreMethods

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".

Quick stats

Citations5
Published2021
Admission routes2
Has abstractyes

Explore more

Same venueProceedings of symposia in pure mathematicsSame topicBlack Holes and Theoretical PhysicsFrench-language works237,207