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Record W4395462059 · doi:10.18280/isi.290236

Smart Cities and Sustainable Urban Development in Morocco

2024· article· en· W4395462059 on OpenAlexvenueno aff
Hamid Khalifi, Sara Riahi, Walid Cherif

Bibliographic record

VenueIngénierie des systèmes d information · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicUrban and Rural Development Challenges
Canadian institutionsnot available
Fundersnot available
KeywordsGeographySustainable developmentEnvironmental planningRegional sciencePolitical science

Abstract

fetched live from OpenAlex

In a rapidly changing socio-economic context, urban planning faces several challenges.In fact, population growth, the accentuation of urban issues and the massive use of mobile communication technologies have presented the smart city as a relevant and innovative solution to these various contemporary challenges.At this stage, the opportunities mobilized by Big Data and communication technologies have reiterated the attention on the notion of smart cities.However, how can contemporary urban life be planned in order to determine the conditions for success and the trajectory of a smart city in Morocco?By crossing the reality of urban planning, the state of Moroccan cities with the different trajectories to be taken to support the emergence of smart cities in Morocco, this work seeks to explore the likely interactions between smart planning and the process of implementing a smart city.In addition, it also attempts to retrace the state of urban planning in Morocco.In this paper we will provide a series of concrete recommendations, ready to rectify any widespread deficiencies rooted in the current urban planning framework.Finally, we aim to propose some measures to be taken to ensure the redress of the excesses of the current planning system.

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)0.001
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: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.825
Threshold uncertainty score0.472

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.003
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 head0.017
GPT teacher head0.244
Teacher spread0.227 · 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
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

Citations8
Published2024
Admission routes1
Has abstractyes

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