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Record W2889550863 · doi:10.19044/esj.2018.v14n24p53

3D Geological Model of the Eastern Haouz Region (Morocco): Hydrogeological Implications

2018· article· en· W2889550863 on OpenAlexaff
Samia Rochdane, El Mandour Abdennabi, Youssef Daafi, Paul Baudron, C Mohamad Ismail, Teixeira José, Alberto Gomes

Bibliographic record

VenueEuropean Scientific Journal ESJ · 2018
Typearticle
Languageen
FieldEarth and Planetary Sciences
TopicGeological Modeling and Analysis
Canadian institutionsPolytechnique Montréal
Fundersnot available
KeywordsGeologyHydrogeologyGroundwaterBoreholeOutcropStructural basinGeologic mapBasementKarstGroundwater flowGeomorphologyMining engineeringHydrology (agriculture)GeographyArchaeologyPaleontologyAquiferGeotechnical engineering

Abstract

fetched live from OpenAlex

The Eastern Haouz in Morroco is an agricultural region in full demographic, economic, and touristic expansion. To meet the increasingly growing demand of water, this paper focuses on the geological modelling of the basin geometry and on understanding the groundwater circulation. This work presents a geological model of the study area by integrating geological and hydrogeological aspects. It aims to describe a natural complex object by simplifying it to a conceptual and a numerical model. This is aimed at providing a better understanding of the geometry and the characteristics of the reservoir. The cross-sections and the treatment of deep boreholes data confirmed the results of geological modeling. It, however, shows that the region is synclinal and surrounded by two outcrops: the Jebilet and the High Atlas mountains. At the South of the plain, the large thickness of the cover gives a good accumulation of water and ensures the reservoir supply. The rise European Scientific Journal August 2018 edition Vol.14, No.24 ISSN: 1857 – 7881 (Print) e - ISSN 1857- 7431 54 of the basement in the north of the plain imposes a dividing line with two groundwater flow directions.

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)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Simulation or modeling · Consensus signal: Simulation or modeling
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.094
Threshold uncertainty score0.188

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0010.001
Research integrity0.0010.000
Insufficient payload (model declined to judge)0.0050.001

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 head0.069
GPT teacher head0.232
Teacher spread0.164 · 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 designSimulation or modeling
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

Citations3
Published2018
Admission routes1
Has abstractyes

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