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Record W2087475615 · doi:10.1002/ejic.200400675

Ordered Meso‐ and Macroporous Binary and Mixed Metal Oxides

2004· article· en· W2087475615 on OpenAlexaff
Moisés A. Carreón, Vadim V. Guliants

Bibliographic record

VenueEuropean Journal of Inorganic Chemistry · 2004
Typearticle
Languageen
FieldMaterials Science
TopicMesoporous Materials and Catalysis
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsOxideChemistryCatalysisMesoporous materialChemical engineeringThermal stabilityMetalDispersityNanotechnologyNanoparticleColloidNucleationMaterials scienceOrganic chemistry

Abstract

fetched live from OpenAlex

Abstract A critical review is provided of the principles guiding the synthesis of meso‐ and macroporous metal oxides on multiple length scales in the presence of surfactant mesophases and colloidal arrays of monodisperse spheres, and correlations between the synthesis conditions and the properties of the resulting meso‐ and macroporous oxides, such as thermal stability, pore structure, elemental and nanophase compositions of the inorganic wall, etc. The thermal stability of mesostructured metal‐oxide phases, in particular, is discussed in terms of charge‐matching at the organic–inorganic interface, the strength of interactions between inorganic species and surfactant headgroups, the flexibility of the M–O–M bond angles in the constituent metal oxides, the Tammann temperature of the metal oxide, and the occurrence of redox reactions in the metal‐oxide wall. The ordered meso‐ and macroporous transition‐metal‐oxide phases are highly promising for a range of potential applications in separations, chemical sensing, heterogeneous catalysis, microelectronics, and photonics as, respectively, insulating layers of low‐dielectric‐constant and photonic‐bandgap materials. Furthermore, the functionalization of the internal pore surfaces in these materials and deposition of functional nanoparticles within the pores offer numerous new possibilities for molecular engineering of catalytic and other advanced nanostructured materials displaying quantum‐confinement effects. The emerging catalytic applications of these novel metal‐oxide phases are discussed in particular detail. (© Wiley‐VCH Verlag GmbH & Co. KGaA, 69451 Weinheim, Germany, 2005)

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)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
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 score0.001
Threshold uncertainty score0.003

Distilled classifier scores by category (both heads)

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 communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.007
GPT teacher head0.194
Teacher spread0.187 · 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 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

Citations169
Published2004
Admission routes1
Has abstractyes

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