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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 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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.811
Threshold uncertainty score0.538

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.025
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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
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

Citations0
Published2025
Admission routes1
Has abstractyes

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