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Record W7164818416 · doi:10.57749/8f1b-7z02

SSPCR 2025 - Smart and Sustainable Planning for Cities and Regions Conference

2025· article· en· W7164818416 on OpenAlexfundno aff
Alice Borsari, Daniele Vettorato, Adriano Bisello, Rocco Pace, Claudio Zandonella Callegher, Grazia Giacovelli, Federico Voltolini, Fabio Giussani, Dario Bottino-Leone, Gianluca Grazieschi, Giovanni Libardoni, Eugenio Muccio, Isabella Siclari, Sara Biancifiori

Bibliographic record

VenueVirtual Community of Pathological Anatomy (University of Castilla La Mancha) · 2025
Typearticle
Languageen
FieldEngineering
TopicSmart Cities and Technologies
Canadian institutionsnot available
FundersUniversiteit van die VrystaatLeibniz-GemeinschaftUniversity of WaterlooGottfried Wilhelm Leibniz Universität HannoverUniversità degli Studi di Trento
KeywordsThematic mapUrban planningSustainable developmentSustainable energyEnergy planningValuation (finance)SustainabilityRegional planning

Abstract

fetched live from OpenAlex

For a decade the SSPCR International Conference has been shaping the future of urban and regional development. The 2025 edition brought together visionaries, researchers, policymakers, and stakeholders to explore sustainable and digital transformations in cities and regions worldwide. The Smart and Sustainable Planning for Cities and Regions (SSPCR) 2025 conference was held in Bolzano, Italy, from 9 to 12 December 2025, organized by Eurac Research at the NOI Techpark. The conference brought together the international scientific and professional community to discuss pathways for more sustainable, resilient, and inclusive cities and regions. SSPCR 2025 gathered 269 on-site participants from 47 countries and featured a rich programme including 7 thematic tracks, 16 special sessions, and 7 events. The discussions addressed the interconnected challenges of climate neutrality, energy transition, mobility systems, social justice, governance, circular economy, and the growing role of data and artificial intelligence in urban and regional planning. The seven thematic tracks covered key domains shaping contemporary planning debates: energy transition towards climate-neutral cities; adaptive regeneration strategies; sustainable mobility systems; just and inclusive urban governance; economics and valuation of the urban energy transition; circular economy approaches; and data- and AI-powered territories for planning and management.

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)0.006
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation 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: Other · Consensus signal: Other
Teacher disagreement score0.062
Threshold uncertainty score0.207

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.004
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0030.001
Scholarly communication0.0080.002
Open science0.0020.008
Research integrity0.0030.004
Insufficient payload (model declined to judge)0.0620.022

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 head0.025
GPT teacher head0.232
Teacher spread0.207 · 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 designNot applicable
Domainnot available
GenreOther

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
Published2025
Admission routes1
Has abstractyes

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Same venueVirtual Community of Pathological Anatomy (University of Castilla La Mancha)Same topicSmart Cities and TechnologiesFrench-language works237,207