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Record W2997009312 · doi:10.1002/ejoc.201901718

European Research in Focus: Mechanochemistry for Sustainable Industry (COST Action <i>MechSustInd</i>)

2020· article· en· W2997009312 on OpenAlex
José G. Hernández, Iván Halász, Deborah E. Crawford, Martin Krupička, Matěj Baláž, Vânia André, Liana Vella‐Żarb, Allan Niidu, Felipe Garcı́a, Lucia Maini, Evelina Colacino

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueEuropean Journal of Organic Chemistry · 2020
Typearticle
Languageen
FieldEngineering
Topic3D Printing in Biomedical Research
Canadian institutionsnot available
Fundersnot available
KeywordsMechanochemistryEuropean unionSustainable developmentEngineeringAction (physics)NanotechnologyChemistryPolitical scienceEngineering ethicsBusinessPhysicsChemical engineeringInternational tradeMaterials science

Abstract

fetched live from OpenAlex

In this Guest Editorial the recently funded COST Action: CA18112 – Mechanochemistry for Sustainable Industry (MechSustInd) is introduced to the scientific community. The use of mechanical energy to facilitate chemical transformations (mechanochemistry) has been rapidly gaining momentum across diverse areas of science. Experimentally, the strategies to mechanically promote physico-chemical changes in matter are varied and include the use of mechanical milling, extrusion techniques, pulsed ultrasonication, and single-molecule force-spectroscopy approaches, among others. Altogether, the implementation of these experimental techniques has resulted in the discovery of new chemical reactions and in the development of more sustainable alternatives to classical synthetic protocols. Collectively, the renaissance and thriving growth of mechanochemistry with its potential to enhance chemical synthesis have been recently acknowledged by the International Union of Pure and Applied Chemistry (IUPAC).1 Simultaneously, in 2019, one of the most prestigious and influential funding organizations for research and innovation networks in Europe, the European Cooperation in Science and Technology (COST),2 funded the COST Action: CA18112 – Mechanochemistry for Sustainable Industry (MechSustInd).3 This will provide a unique opportunity for scientific and technological growth in the area of mechanochemistry across Europe. As such, we are pleased to celebrate as well as to introduce the MechSustInd COST Action in this Editorial. The first steps towards a successful COST Action have already begun. To date, MechSustInd encompasses partners from 33 COST Member Countries, including 18 Inclusiveness Target Countries and partners, nine companies, one European intergovernmental scientific research organization (European Synchrotron Radiation Facility, ESRF), as well as partners from Canada, China, Mexico, Russia, Singapore, and USA. In total, represented by 72 Academic Institutions across Europe and around the world (Figure 1). During its lifespan, the COST Action CA18112 MechSustInd will enhance the cooperation of scientists already working in the field, but more importantly it will promote the translation of mechanochemistry into alternative niche sectors. For instance, efforts will be devoted to disseminate and train fundamental aspects of mechanochemistry and mechanochemical techniques within higher education and vocational training settings. Additionally, all members of this COST Action CA18112 will aim to develop mechanochemical synthetic routes of value-added products from laboratory-scale set-ups to large-scale production. This quest will be closely accompanied by physico-chemical and computational studies to better understand the mechanistic aspects prevailing in such mechanochemical transformations. Important to the success of implementing mechanochemical protocols in industry is the development of new mechanochemical techniques to complement existing strategies for the activation of reactants by mechanical treatment. More ambitious targets for MechSustInd also lie ahead, namely, the establishment of fruitful multi-disciplinary collaborative networks involving researchers from a myriad of academic institutions and industries. These networks will share the common objective of harmonizing both fundamental and applied research for industrial needs and fostering technological transfer from research laboratories to industrial value chains. Furthermore, to increase the potential impact of this COST Action, we will engage with key stakeholders to gain awareness of the current developments in policy making, business strategies, and societal needs. Moreover, we wish to use this Editorial to encourage proactive participation of all scientists, educators (schools and universities), engineers, industrial partners, policy- and decision-makers, and funding bodies alike to successfully achieve the objectives of COST Action CA18112 MechSustInd. Undoubtedly, vital for the achievement of this COST Action's objectives will be the use of more focused networking programs such as Short-Term Scientific Missions aimed at fostering collaboration via excellent research infrastructures and sharing techniques amongst the members of MechSustInd. Equally important will be the organization of Training Schools to standardize, propagate, and encourage the adoption of good experimental practices across the current and future mechanochemistry scientific community. Hence, established scientists will work together with Early Career Investigators to promote the scientific excellence within the field whilst maintaining gender balance within the network. Overall, we hope that in the upcoming years, the COST Action MechSustInd will become an inflexion point in the expansion, diversification, and establishment of mechanochemistry in a wide range of fields such as organic chemistry, organometallic synthesis, solid-state chemistry, spectroscopy, molecular modeling, process engineering, and crystal engineering, to name a few. Let the coming chemistry years be mechanical! This article is based upon work from COST Action CA18112, supported by COST (European Cooperation in Science and Technology).

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)0.005
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesResearch integrity
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 score0.113
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.003
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 head0.087
GPT teacher head0.323
Teacher spread0.236 · 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