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Record W2055920772 · doi:10.1142/s012918310200384x

A NEW METHOD FOR CALCULATING THE FUNCTIONAL DERIVATIVE δT<sub>c</sub>/δα<sup>2</sup>F(Ω): APPLICATION TO MgB<sub>2</sub>

2002· article· en· W2055920772 on OpenAlex

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.

Bibliographic record

VenueInternational Journal of Modern Physics C · 2002
Typearticle
Languageen
FieldPhysics and Astronomy
TopicSuperconductivity in MgB2 and Alloys
Canadian institutionsBrock University
FundersNatural Sciences and Engineering Research Council of Canada
KeywordsEigenvalues and eigenvectorsSuperconductivityCoupling (piping)Convergence (economics)Hermitian matrixDerivative (finance)PhysicsPhononFunction (biology)Matrix (chemical analysis)Condensed matter physicsApplied mathematicsQuantum mechanicsMathematicsMaterials science

Abstract

fetched live from OpenAlex

We present a new method for calculating the functional derivative of the superconducting transition temperature T c with respect to the electron–phonon coupling function α 2 F(Ω). The method relies on a highly efficient procedure for finding the largest eigenvalue and the corresponding eigenvector of a Hermitian matrix. The convergence problems that arise in the calculation of δT c /δα 2 F(Ω) for systems with low T c and a large maximum phonon frequency Ω max using the method based on the pair-breaking parameter are eliminated. We apply the new method of calculating δT c /δα 2 F(Ω) to MgB 2 , to the prototype strong coupling superconductor Pb and to weak coupling (BCS) superconductor Al.

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 imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.632
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.029
GPT teacher head0.289
Teacher spread0.260 · 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