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Enregistrement W4404154772 · doi:10.3389/fmats.2024.1472269

Editorial: Advanced in situ characterization of biological interfaces and materials

2024· editorial· en· W4404154772 sur OpenAlexaff
Jong Seto, Behzad Rad, Jinhui Tao, Rizhi Wang

Notice bibliographique

RevueFrontiers in Materials · 2024
Typeeditorial
Langueen
DomaineMaterials Science
ThématiqueCalcium Carbonate Crystallization and Inhibition
Établissements canadiensUniversity of British Columbia
Organismes subventionnairesArizona Biomedical Research Commission
Mots-clésIn situCharacterization (materials science)NanotechnologyMaterials scienceChemistry

Résumé

récupéré en direct d'OpenAlex

Rapid changes are occurring on this dynamic planet–in 2020 anthropogenic mass was reported to not only match but exceed the mass of natural origins [1]. These indications do not bold well for humanity in the coming generations, as we face (2 degree overall temperature increases over the next 5 years, CO2 is spewing into the atmosphere at the Gigatonne (Gt) rate per year without any signs of mitigation in the foreseeable future, ocean water levels are rising to incredible levels, drinking water availability is disappearing, humanity is heavily reliant on the “drill-and-fill” culture, and two wars are currently being fought in Gaza and Ukraine [2]. And even with these pressures, humanity continues to eke out impressive scientific and technological achievements in the recent past including mRNA vaccines to counter a global pandemic [3] and the development of CRISPR-Cas9 drugs [4]. All these developments are only possible from the incremental methodological improvements taking place presently.A few take-home messages from the 24th American Conference on Crystal Growth and Epitaxy West Meeting at Fallen Leaf Lake, CA this past June, include a need to address issues of sustainability and a session on “Environmental and Energetic Materials.” These ideas have not fallen off by the side of the road, but must be fully integrated into our own research programs in our own labs on a daily basis. There is unfavorable evidence that if our society does not mitigate the emission of greenhouse gasses by 2030 significantly, we will lose the opportunity to rein in any impact on these climate effects occurring all around the world [5]. Here in this special-topics issue, we have gathered some papers of relevance that demonstrate the importance of materials in this discussion on the climate and sustainability on Earth and beyond.In this issue, current state-of-the-art uses of one of the most abundant minerals CaCO3 on this planet to address climate change is discussed. From utility in carbon capture to the formation of construction materials and seed coats for agricultural applications, CaCO3 still has many “tricks” up its sleeves as a target material for sustainability and climate sensitive applications (Figure 1). Cate Levey and coworkers examine mechanisms of making CaCO3 stronger through lithification processes [6]. Part of these processes can be better understood by investigating the constituents that lead up to the formation of CaCO3 mineral before nucleation, at the molecular level. Mark Bewernitz and coworkers discovered that a measurable liquid condensed phase (LCP) can be formed with a local concentration of bicarbonate ions, leading to questions about the existence of precursor phases that appear before CaCO 3 nucleation and crystal growth [7,8]. These liquidliquid phase separations have been recently "all the rage" in the fields of molecular and cell biology due to their surprise abundance in cells, but have been initially discovered by materials scientists a few decades before as amorphous materials have been known to materials chemists and physicists for some time [9] (Figure 2). [11]. In our own works on CaCO 3 mineralization, there will be many more methods developed to manipulate CaCO 3 minerals for many applications [12][13][14]. As shown in the figure below, there are many interfaces where CaCO 3 precursors can interact with to alter mineralization pathways (Figure 2). We only show a few of the numerous applications of CaCO 3 utilized, whereby with subsequent methodological developments and improvements these applications will increase exponentially in the following years. As we witness the next 5 years of advances in science and engineering, many of these new developments will be in the area of in situ methodologies. Many of these improvements will most likely be developed from the materials sciences and materials chemistry communities before spreading into the general scientific community. This was observed for methods like cryo-electron microscopy and micro-electron diffraction techniques which are now widely used in biomedical research [15,16]. We envision similar trends in the development of methodology will occur with other in situ methodologies too. Perhaps we will be seeing more in situ (fast scanning) atomic force microscopy, 3D fast force mapping, chemical spectroscopy and microcalorimetry work in the biological sciences in the near future.

Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.

Comment cette classification a été obtenuedéplier

Prédiction machine sur la base complète

Imitation des enseignants

Ni prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.

score de la tête « metaresearch » (Codex)0,006
score de la tête « metaresearch » (Gemma)0,014
Version: metacan-v3-hybrid-931329e0061cStatut de validation: machine_predicted_unvalidated
Catégories candidatesaucune
Catégories consensuellesaucune
DomaineSignal candidat: aucune · Signal consensuel: aucune
Devis d'étudeSignal candidat: Sans objet · Signal consensuel: Sans objet
GenreSignal candidat: Éditorial · Signal consensuel: Éditorial
Score de désaccord entre enseignants0,025
Score d'incertitude au seuil0,084

Scores du classifieur distillé par catégorie (deux têtes)

CatégorieCodexGemma
Métarecherche0,0060,014
Méta-épidémiologie (sens strict)0,0050,001
Méta-épidémiologie (sens large)0,0030,004
Bibliométrie0,0030,001
Études des sciences et des technologies0,0030,003
Communication savante0,0070,006
Science ouverte0,0050,001
Intégrité de la recherche0,0140,017
Charge utile insuffisante (le modèle a refusé de juger)0,0250,020

Scores machine (provisoires)

Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.

Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.

Tête enseignante Opus0,008
Tête enseignante GPT0,247
Écart entre enseignants0,239 · la distance entre les deux têtes enseignantes sur ce seul travail
Statut de validationscore_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découle

Classification

machine, non validée

Prédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.

Les modèles n’ont appliqué aucune catégorie : rien dans la taxonomie ne correspondait à ce travail.
Devis d'étudeSans objet
Domainenon disponible
GenreÉditorial

Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».

En bref

Citations0
Publié2024
Routes d'admission1
Résumé présentoui

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