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Record W4386832976 · doi:10.37394/232031.2023.2.6

On The Application Of Gibbs Equations In Determining The Relationships Of Vapour Pressures To Phase Diagrams Of The Reactive Chloride Systems

2023· article· en· W4386832976 on OpenAlexaff
A. A. Kipouros, George Jarjoura, Georges J. Kipouros

Bibliographic record

VenueInternational Journal of Chemical Engineering and Materials · 2023
Typearticle
Languageen
FieldDecision Sciences
TopicScientific Measurement and Uncertainty Evaluation
Canadian institutionsDalhousie University
Fundersnot available
KeywordsPhase diagramPhase rulePhase (matter)Atmospheric pressureAtmosphere (unit)ThermodynamicsGibbs free energyGas phaseChemistryMathematicsMaterials sciencePhysicsMeteorologyOrganic chemistry

Abstract

fetched live from OpenAlex

Most of the phase diagrams reported in the literature have been determined in open atmospheric conditions indicating that the substances involved are not influenced by the presence of air and moisture. In these cases, the Gibbs phase rule is applied in its open condition of 1 atm pressure, and no special conditions need to impose. However, for many elements, such as all reactive metals, the phase diagrams are determined by conditions imposed to remove all the reactive actions of the presence of an atmosphere. In these cases, a special cell is needed to be constructed in a way that the material of construction of the cell and the absence of air is secured. The Gibbs phase rule is applied in its full mathematical formulation in those cases. The present publication reports on the determination of correct conditions to obtain meaningful results on the phase diagrams.

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 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)0.005
metaresearch head score (Gemma)0.012
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.009
Threshold uncertainty score0.996

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.012
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.175
GPT teacher head0.391
Teacher spread0.217 · 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 teacher head, not a consensus.

Study designBench or experimental
Domainnot available
GenreEmpirical

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
Published2023
Admission routes1
Has abstractyes

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