MétaCan
Menu
Back to cohort
Record W2024255269 · doi:10.1063/1.3605662

Comment on “Discussion on a mechanical equilibrium condition of a sessile drop on a smooth solid surface” [J. Chem. Phys. 130, 144106 (2009)]

2011· letter· en· W2024255269 on OpenAlexaff
Hadi Ghasemi, C. A. Ward

Bibliographic record

VenueThe Journal of Chemical Physics · 2011
Typeletter
Languageen
FieldMaterials Science
TopicSurface Modification and Superhydrophobicity
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsSessile drop techniqueCurvatureContact angleAdsorptionSolid surfacePhase (matter)ThermodynamicsSurface (topology)Line (geometry)MechanicsDrop (telecommunication)ChemistryPhysicsClassical mechanicsMathematicsPhysical chemistryChemical physicsGeometryComputer science

Abstract

fetched live from OpenAlex

Two articles have recently appeared that question the validity of the Young equation. The authors propose to add a new term, but their derivation is based on two mathematical errors, and they neglect gravity, mass transport at the interface and adsorption effects. Thus, the model they propose cannot account for the experimentally observed dependence of a sessile-droplet-contact angle on three-phase line curvature and on the pressure in the liquid phase at the three-phase line.

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)0.004
metaresearch head score (Gemma)0.015
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Commentary · Consensus signal: Commentary
Teacher disagreement score0.042
Threshold uncertainty score0.038

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.015
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.002
Bibliometrics0.0010.000
Science and technology studies0.0040.004
Scholarly communication0.0020.003
Open science0.0040.001
Research integrity0.0420.024
Insufficient payload (model declined to judge)0.0050.006

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 head0.035
GPT teacher head0.275
Teacher spread0.240 · 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 designNot applicable
Domainnot available
GenreCommentary

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

Citations0
Published2011
Admission routes1
Has abstractyes

Explore more

Same venueThe Journal of Chemical PhysicsSame topicSurface Modification and SuperhydrophobicityFrench-language works237,207