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Record W4413396099 · doi:10.1093/femsml/uqaf018

The power of microbial life for the transformation towards a sustainable planet: key messages from the 2024 IUMS Congress in Florence, the city of the Renaissance

2025· review· en· W4413396099 on OpenAlexaff
Luisa Borgianni, Gianluigi Cardinali, Cristina Cassetti, Duccio Cavalieri, Carlotta De Filippo, Rachele De Giuseppe, Roberto Di Leonardo, Irina S. Druzhinina, W. Paul Duprex, Dilfuza Egamberdieva, Uri Gophna, D. İpek Kurtböke, Luisa Lanfranco, Diethard Mattanovich, Edward R. B. Moore, Nguyen K. Nguyen, Jörg Overmann, Mariagrazia Pizza, Antonia Ricci, Eliora Z. Ron, Amy C. Shurtleff, Lisa Y. Stein, Ursula Theuretzbacher, Tone Tønjum, Marco Ventura, Iftach Yacoby, Paul R. Young, Andrey Yurkov, Rino Rappuoli

Bibliographic record

VenuemicroLife · 2025
Typereview
Languageen
FieldMedicine
TopicZoonotic diseases and public health
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsMicrobiomePolitical scienceTransformative learningBusinessEngineering ethicsEngineeringSociologyBiology

Abstract

fetched live from OpenAlex

The 2024 International Union of Microbiological Societies Congress was held in Florence, the city of Renaissance. The theme was to increase the awareness of the power of microbial life, recognizing that it can lead the transformation towards a sustainable planet. The meeting gathered over 1400 experts from more than 90 countries and focused on the transformative potential of microbiology in addressing global challenges and aligning microbial science with the Sustainable Development Goals. Six roundtable discussions explored the pivotal role of microbiology in mitigating climate change, preparing for pandemics, producing sustainable energy, promoting a One Health approach, understanding microbiome dynamics, and developing data infrastructure. The discussions revealed that microbes are still overlooked agents in sustainable solutions. Expert panellists at the roundtables discussed microbial innovations in hydrogen and biofuel production, conversion of greenhouse gases, biomanufacturing, and soil restoration, the role of microbiome in immune health, the importance of cross-kingdom interactions, and the integration of food, environmental, and microbiomes under the One Health framework. Panels stressed the need for equitable access to vaccines, diagnostics, and data sharing, especially in the face of antimicrobial resistance. The importance of global collaboration, data repositories, and regulatory alignment, was repeatedly emphasized. The congress invited calls for the formation of an international microbiology coalition, need for interdisciplinary partnerships, increased investment in microbial technologies, updating of regulatory frameworks, and integration of microbiome science into public health and environmental policy. Microorganisms are the oldest architects of nature, able to build a sustainable future for the planet.

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)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation 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: Review · Consensus signal: Review
Teacher disagreement score0.469
Threshold uncertainty score0.677

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
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 head0.026
GPT teacher head0.319
Teacher spread0.294 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreReview

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

Citations3
Published2025
Admission routes1
Has abstractyes

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