Bibliographic record
Abstract
Let \mathfrak{g} <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"> <mml:mstyle mathvariant="fraktur"> <mml:mi>𝔤</mml:mi> </mml:mstyle> </mml:math> be a simply laced Lie algebra, \widehat{\mathfrak{g}}_1 <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"> <mml:msub> <mml:mover> <mml:mstyle mathvariant="fraktur"> <mml:mi>𝔤</mml:mi> </mml:mstyle> <mml:mo accent="true">̂</mml:mo> </mml:mover> <mml:mn>1</mml:mn> </mml:msub> </mml:math> the corresponding affine Lie algebra at level one, and \mathcal{W}(\mathfrak{g}) <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"> <mml:mrow> <mml:mstyle mathvariant="script"> <mml:mi>𝒲</mml:mi> </mml:mstyle> <mml:mo stretchy="false" form="prefix">(</mml:mo> <mml:mstyle mathvariant="fraktur"> <mml:mi>𝔤</mml:mi> </mml:mstyle> <mml:mo stretchy="false" form="postfix">)</mml:mo> </mml:mrow> </mml:math> the corresponding Casimir W-algebra. We consider \mathcal{W}(\mathfrak{g}) <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"> <mml:mrow> <mml:mstyle mathvariant="script"> <mml:mi>𝒲</mml:mi> </mml:mstyle> <mml:mo stretchy="false" form="prefix">(</mml:mo> <mml:mstyle mathvariant="fraktur"> <mml:mi>𝔤</mml:mi> </mml:mstyle> <mml:mo stretchy="false" form="postfix">)</mml:mo> </mml:mrow> </mml:math> -symmetric conformal field theory on the Riemann sphere. To a number of \mathcal{W}(\mathfrak{g}) <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"> <mml:mrow> <mml:mstyle mathvariant="script"> <mml:mi>𝒲</mml:mi> </mml:mstyle> <mml:mo stretchy="false" form="prefix">(</mml:mo> <mml:mstyle mathvariant="fraktur"> <mml:mi>𝔤</mml:mi> </mml:mstyle> <mml:mo stretchy="false" form="postfix">)</mml:mo> </mml:mrow> </mml:math> -primary fields, we associate a Fuchsian differential system. We compute correlation functions of \widehat{\mathfrak{g}}_1 <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"> <mml:msub> <mml:mover> <mml:mstyle mathvariant="fraktur"> <mml:mi>𝔤</mml:mi> </mml:mstyle> <mml:mo accent="true">̂</mml:mo> </mml:mover> <mml:mn>1</mml:mn> </mml:msub> </mml:math> -currents in terms of solutions of that system, and construct the bundle where these objects live. We argue that cycles on that bundle correspond to parameters of the conformal blocks of the W-algebra, equivalently to moduli of the Fuchsian system.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| 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".