cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.13130/rd_unimi/qa4bro/ifwsr7
title: 250408_OPT1_TensileTest_053.tif

description: 250729_EXPERIMENTAL_DATA/250408_OPT1_Video 250408_OPT1_TensileTest_053.tif
DOI: 10.21950/tydhll
title: Conductas deshonestas: ¿se juzga a los otros como a uno mismo?

description: La trampa, el engaño y el plagio son conductas deshonestas. Con el objetivo de llegar a resultados sobre la sensibilidad de los universitarios hacia la comisión de acciones deshonestas, tanto propias como cometidas por terceros, se construyó una base de datos a partir de las respuestas de 659 estudiantes de universidad en Madrid. Para evaluar el juicio ético se preguntó sobre la intensidad de la acción deshonesta (pasar del pensamiento a la acción), la gravedad de la acción y cuan reprochable es si la realiza un tercero. Las metodologías estadísticas multivariantes utilizadas son el análisis clúster de K-medias, el análisis discriminante lineal y el estudio de correlaciones sobre proporciones. Los resultados señalan que: i) metodológicamente es posible clasificar a los individuos según distintos perfiles conforme al nivel de gravedad del juicio y la tendencia a cometer acciones deshonestas, y ii) los individuos más deshonestos son más comprensivos con la deshonestidad de terceros y, por el contrario, cuanto más honestos, menos tolerantes son con la deshonestidad de otros.
description: Cheating, deception, and plagiarism are dishonest behaviors. To gather results on the sensitivity of university students towards both self-committed and observed dishonest actions, a database was created based on the responses of 659 university students in Madrid. A set of questions are posed to evaluate ethical judgment surrounding the act of transitioning from thought to action, the severity of the act, and the degree of blame if executed by a third party. The study employed multivariate statistic methodologies, including K-means cluster analysis, linear discriminant analysis, and correlation analysis on proportions. The results indicate that: i) it is possible to classify individuals into different profiles based on the severity of their judgment and their tendency to commit dishonest actions, using a methodological approach, and ii) the more individuals are likely to carry out dishonest actions, the more benevolently they judge those committed by others.
description: IBM SPSS Statistics for Windows, 29.0
description: Resultados estadísticos.
Statistical results.
DOI: 10.25549/inscriptifact-ouc15243245
title: Unclassified Fragment

description: [Text or Publication Number Note:] TAD D4.24; Cowley 67/9; Sachau 73/9; Sachau Pl. 60/9; Ungnad 73 ❧ [Excavation Description:] Excavation of tell on island of Elephantine, beginning 20th c. by Berlin Museums and Paris Academie des Inscriptions et Belles Lettres ❧ [Medium:] Papyrus ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Papyrus, P13461B, frg. 13448/9
DOI: 10.13130/rd_unimi/qa4bro/x5izyv
title: 250408_OPT1_TensileTest_054.tif

description: 250729_EXPERIMENTAL_DATA/250408_OPT1_Video 250408_OPT1_TensileTest_054.tif
DOI: 10.21950/afzixe
title: Rey-Osterrieth Complex Figure dataset (grayscale images) / Conjunto de datos de figuras complejas de Rey-Osterrieth (imágenes en escala de grises)

description: &lt;h3&gt;Description of the project&lt;/h3&gt;
This dataset is the result of the research carried out in the project "A Benchmark for Rey-Osterrieth Complex Figure (ROCF) Test Automatic Scoring", whose main goal was to establish a baseline for the scoring task consisting of: a dataset with 528 ROCF and results obtained by several deep learning models, as well as, by a group of psychology experts.
description: &lt;h3&gt;Description of the dataset&lt;/h3&gt;
This dataset contains a single folder with 528 grayscale images of Rey-Osterrieth Complex Figures.
description: &lt;h3&gt;Methodology&lt;/h3&gt;
&lt;p&gt;The methodology used to collect the data consists of 3 steps:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;&lt;b&gt;Step 1&lt;/b&gt;. Pencil drawing of 528 Rey-Osterrieth Complex Figures by 241 participants.&lt;/li&gt;
&lt;li&gt;&lt;b&gt;Step 2&lt;/b&gt;. Drawings are scanned, cropped and cleaned of annotations.&lt;/li&gt;
&lt;li&gt;&lt;b&gt;Step 3&lt;/b&gt;. The resulting images are rescaled to 384x384 pixels.&lt;/li&gt;
&lt;/ul&gt;
description: &lt;h3&gt;Descripción del proyecto&lt;/h3&gt;
El contenido de este dataset es resultado de la investigación llevada a cabo en el proyecto "Banco de Pruebas para la Puntuación Automática del Test de la Figura Compleja de Rey-Osterrieth (FCRO)", cuyo objetivo principal era el de establecer una línea base para dicha tarea que incluye: un dataset con 528 FCRO y resultados obtenidos por varios modelos de aprendizaje profundo, así como, por varios profesionales de la psicología.
description: &lt;h3&gt;Descripción del dataset&lt;/h3&gt;
Este dataset contiene una única carpeta con 528 imágenes en escala de grises de figuras complejas de Rey-Osterrieth.
description: &lt;h3&gt;Metodología&lt;/h3&gt;
&lt;p&gt;La metodología empleada para la obtención de los datos incluye 3 etapas:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Etapa 1. Dibujado a lápiz de 528 figuras complejas de Rey-Osterrieth por parte de 241 participantes.&lt;/li&gt;
&lt;li&gt;Etapa 2. Los dibujos son escaneados, recortados y limpiados de anotaciones.&lt;/li&gt;
&lt;li&gt;Etapa 3. Las imágenes resultantes son re-escaladas a tamaño 384x384 píxeles.&lt;/li&gt;
&lt;/ul&gt;
description: rocf_automatic_scoring: https://github.com/SIMDA-UNED/rocf_automatic_scoring
DOI: 10.25549/inscriptifact-ouc110806448
title: Mesha Inscription, KAI 181, Mesha' Inscription, Mesha'-Inschrift, Mesha Stela, Mesha' Stela

description: [Text Description:] Commemoration of military actions and building projects of Mesha, King of Moab ❧ [Text or Publication Number Note:] KAI 181 ❧ [Excavation Description:] Discovered in 1868 by a German missionary in Diban (Dhiban) ❧ [Medium:] Stone ❧ [Script Note:] Moabite ❧ [Physical Object Description:] Basalt Stone, 1.1 meters high, 60-68 cm wide (or 1.15 m x 60 cm), rounded at the top ❧ [Physical Object Note:] Present stele has been restored from fragments, and missing text reconstructed based on paper squeezes
DOI: 10.13130/rd_unimi/qa4bro/p68nzx
title: 250408_OPT1_TensileTest_055.tif

description: 250729_EXPERIMENTAL_DATA/250408_OPT1_Video 250408_OPT1_TensileTest_055.tif
DOI: 10.21950/oodytg
title: Rey-Osterrieth Complex Figure dataset (binary images) / Conjunto de datos de figuras complejas de Rey-Osterrieth (imágenes binarias)

description: &lt;h3&gt;Description of the project&lt;/h3&gt;
This dataset is the result of the research carried out in the project "A Benchmark for Rey-Osterrieth Complex Figure (ROCF) Test Automatic Scoring", whose main goal was to establish a baseline for the scoring task consisting of: a dataset with 528 ROCF and results obtained by several deep learning models, as well as, by a group of psychology experts.
description: &lt;h3&gt;Description of the dataset&lt;/h3&gt;
This dataset contains a single folder with 528 binary images of Rey-Osterrieth Complex Figures.
description: &lt;h3&gt;Methodology&lt;/h3&gt;
The methodology used to collect the data consists of 4 steps:
&lt;ul&gt;
&lt;li&gt;Step 1. Pencil drawing of 528 Rey-Osterrieth Complex Figures by 241 participants.&lt;/li&gt;
&lt;li&gt;Step 2. Drawings are scanned, cropped and cleaned of annotations.&lt;/li&gt;
&lt;li&gt;Step 3. The resulting images are rescaled to 384x384 pixels.&lt;/li&gt;
&lt;li&gt;Step 4. The images are binarized and their color is inverted.&lt;/li&gt;
&lt;/ul&gt;
description: &lt;h3&gt;Descripción del proyecto&lt;/h3&gt;
El contenido de este dataset es resultado de la investigación llevada a cabo en el proyecto "Banco de Pruebas para la Puntuación Automática del Test de la Figura Compleja de Rey-Osterrieth (FCRO)", cuyo objetivo principal era el de establecer una línea base para dicha tarea que incluye: un dataset con 528 FCRO y resultados obtenidos por varios modelos de aprendizaje profundo, así como, por varios profesionales de la psicología.
description: &lt;h3&gt;Descripción del dataset&lt;/h3&gt;

Este dataset contiene una única carpeta con 528 imágenes binarias de figuras complejas de Rey-Osterrieth.
description: &lt;h3&gt;Metolodogía&lt;/h3&gt;
La metodología empleada para la obtención de los datos incluye 4 etapas:
&lt;ul&gt;
&lt;li&gt;&lt;b&gt;Etapa 1&lt;/b&gt;. Dibujado a lápiz de 528 figuras complejas de Rey-Osterrieth por parte de 241 participantes.&lt;/li&gt;
&lt;li&gt;&lt;b&gt;Etapa 2&lt;/b&gt;. Los dibujos son escaneados, recortados y limpiados de anotaciones.&lt;/li&gt;
&lt;li&gt;&lt;b&gt;Etapa 3&lt;/b&gt;. Las imágenes resultantes son re-escaladas a tamaño 384x384 píxeles.&lt;/li&gt;
&lt;li&gt;&lt;b&gt;Etapa 4&lt;/b&gt;. Las imágenes son binarizadas y su color se invierte.&lt;/li&gt;
&lt;/ul&gt;
description: rocf_automatic_scoring: https://github.com/SIMDA-UNED/rocf_automatic_scoring
DOI: 10.25549/inscriptifact-ouc15243236
title: Kirta Legend

description: [Text Description:] The story recounts the loss and restoration of Kirta/Keret's family, and the consequences of his unfulfilled vow to Athirat ❧ [Text or Publication Number Note:] KTU 1.16; CAT 1.16; KTU2 1.16; CTU 1.16; CTA 16; RS 3.325,3.342,3.408 ❧ [Excavation Description:] Excavations at Ras Shamra 1931. Found in Library of the High Priest.3.325 Room 7/8, pt.335, dep.1.30, 3.342 Room 7, pt.338, 343, 341, dep.0.30-0.40, 3.408, pt.368, dep.0.20 on Acropolis, excavated by Claude F.A. Schaeffer, Mission Archeologique Francaise. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet 23 cm. by 17.5 cm., fragments ❧ [Physical Object Note:] Ocher clay, six columns, incomplete.
DOI: 10.13130/rd_unimi/qa4bro/g1ya9t
title: 250408_OPT1_TensileTest_056.tif

description: 250729_EXPERIMENTAL_DATA/250408_OPT1_Video 250408_OPT1_TensileTest_056.tif
DOI: 10.21950/mvyqii
title: Main advances in the application of scorpionate-based catalytic systems for the preparation of sustainable polymers

description: This database organizes references from the review article according to its sections. The first section includes references from the article's introduction, accompanied by brief comments highlighting relevant information from each citation. In the second section, we discuss citations included in the introductions of each section of the article. Additionally, the document contains separate tabs with detailed information on catalysts reviewed in the article, providing relevant data on activity, temperature, load, and other key parameters.
description: Excel
description: This article does not include Supporting Information, as it is a review that summarizes results from previous publications
DOI: 10.25549/inscriptifact-ouc110806442
title: Mesha Inscription, KAI 181, Mesha' Inscription, Mesha'-Inschrift, Mesha Stela, Mesha' Stela

description: [Text Description:] Commemoration of military actions and building projects of Mesha, King of Moab ❧ [Text or Publication Number Note:] KAI 181 ❧ [Excavation Description:] Discovered in 1868 by a German missionary in Diban (Dhiban) ❧ [Medium:] Stone ❧ [Script Note:] Moabite ❧ [Physical Object Description:] Basalt Stone, 1.1 meters high, 60-68 cm wide (or 1.15 m x 60 cm), rounded at the top ❧ [Physical Object Note:] Present stele has been restored from fragments, and missing text reconstructed based on paper squeezes
DOI: 10.13130/rd_unimi/qa4bro/1qbszt
title: 250408_OPT1_TensileTest_057.tif

description: 250729_EXPERIMENTAL_DATA/250408_OPT1_Video 250408_OPT1_TensileTest_057.tif
DOI: 10.13130/rd_unimi/qa4bro/jslhz0
title: 250408_OPT1_TensileTest_058.tif

description: 250729_EXPERIMENTAL_DATA/250408_OPT1_Video 250408_OPT1_TensileTest_058.tif
DOI: 10.21950/gwo9ra
title: Subset of Quick, Draw! dataset for neural network pre-training / Subconjunto del conjunto de datos Quick, Draw! para pre-entrenamiento de redes neuronales

description: &lt;h3&gt;Description of the project&lt;/h3&gt;
This dataset is the result of the research carried out in the project "A Benchmark for Rey-Osterrieth Complex Figure (ROCF) Test Automatic Scoring", whose main goal was to establish a baseline for the scoring task consisting of: a dataset with 528 ROCF and results obtained by several deep learning models, as well as, by a group of psychology experts.
description: &lt;h3&gt;Description of the dataset&lt;/h3&gt;
This dataset contains a folder with 414000 drawings from Quick, Draw! dataset.
description: &lt;h3&gt;Methodology&lt;/h3&gt;
The methodology used to collect the data consists of 4 steps:
&lt;ul&gt;
&lt;li&gt;&lt;b&gt;Step 1&lt;/b&gt;. Downloading the Quick, Draw! images in binary format.&lt;/li&gt;
&lt;li&gt;&lt;b&gt;Step 2&lt;/b&gt;. Selection of 1200 images for each of the 345 classes (414000 elements in total).&lt;/li&gt;
&lt;li&gt;&lt;b&gt;Step 3&lt;/b&gt;. The image size is 256x256 and they are converted from vector format into pixel format.&lt;/li&gt;
&lt;li&gt;&lt;b&gt;Step 4&lt;/b&gt;. The 414000 images are divided into three sets: training (289800 elements), validation (62100 elements) and test (62100 elements).&lt;/li&gt;
&lt;/ul&gt;
description: &lt;h3&gt;Descripción del proyecto&lt;/h3&gt;
El contenido de este dataset es resultado de la investigación llevada a cabo en el proyecto "Banco de Pruebas para la Puntuación Automática del Test de la Figura Compleja de Rey-Osterrieth (FCRO)", cuyo objetivo principal era el de establecer una línea base para dicha tarea que incluye: un dataset con 528 FCRO y resultados obtenidos por varios modelos de aprendizaje profundo, así como, por varios profesionales de la psicología.
description: &lt;h3&gt;Descripción del dataset&lt;/h3&gt;
Este dataset contiene una carpeta con 414000 dibujos del conjunto de datos Quick, Draw!
description: &lt;h3&gt;Metolodogía&lt;/h3&gt;
La metodología empleada para la obtención de los datos incluye 4 etapas:
&lt;ul&gt;
&lt;li&gt;&lt;b&gt;Etapa 1&lt;/b&gt;. Descarga de las imágenes de Quick, Draw! en formato binario.&lt;/li&gt;
&lt;li&gt;&lt;b&gt;Etapa 2&lt;/b&gt;. Selección de 1200 imágenes por cada una de las 345 clases (414000 elementos en total).&lt;/li&gt;
&lt;li&gt;&lt;b&gt;Etapa 3&lt;/b&gt;. El tamaño de las imágenes es de 256x256 y son transformadas de formato vectorial a formato de píxel.&lt;/li&gt;
&lt;li&gt;&lt;b&gt;Etapa 4&lt;/b&gt;. Las 414000 imágenes son divididas en tres conjuntos: entrenamiento (289800 elementos), validación (62100 elementos) y test (62100 elementos).&lt;/li&gt;
&lt;/ul&gt;
description: rocf_automatic_scoring: https://github.com/SIMDA-UNED/rocf_automatic_scoring
DOI: 10.25549/inscriptifact-ouc15243231
title: Honeyman Inscription

description: [Text or Publication Number Note:] KAI 30; Gibson III:12 ❧ [Excavation Description:] Unknown provenience; probably from entrance to ❧ tomb. ❧ [Medium:] Stone ❧ [Script Note:] Phoenician ❧ [Physical Object Description:] Rectangular stone 0.4 m. high ❧ 0.44 m. ❧ 0.2 m. Reddish sandstone as occurs in southeast Cyprus. ❧ [Physical Object Note:] The object is at present mounted permanently to ❧ stone base in the Cyprus Museum. It is inscribed only on the face. ❧ [Physical Object Note:] Inscr. Ph. 6
DOI: 10.13130/rd_unimi/qa4bro/hnwlau
title: 250408_OPT1_TensileTest_059.tif

description: 250729_EXPERIMENTAL_DATA/250408_OPT1_Video 250408_OPT1_TensileTest_059.tif
DOI: 10.21950/xixcul
title: Catálogo HORES. El Holocausto y su representación en España

description: Este dataset permite localizar todas las creaciones artísticas y culturales de autoría española vinculadas al Holocausto desde 1933 hasta el 2024, e identificarlas según su tipología, su fecha de creación, el idioma, la institución promotora o su autor/a.
description: Excel
description: <b>Web del proyecto: https://www.proyecto-hores.es</b>
DOI: 10.25549/inscriptifact-ouc110806423
title: Mesha Inscription, KAI 181, Mesha' Inscription, Mesha'-Inschrift, Mesha Stela, Mesha' Stela

description: [Text Description:] Commemoration of military actions and building projects of Mesha, King of Moab ❧ [Text or Publication Number Note:] KAI 181 ❧ [Excavation Description:] Discovered in 1868 by a German missionary in Diban (Dhiban) ❧ [Medium:] Stone ❧ [Script Note:] Moabite ❧ [Physical Object Description:] Basalt Stone, 1.1 meters high, 60-68 cm wide (or 1.15 m x 60 cm), rounded at the top ❧ [Physical Object Note:] Present stele has been restored from fragments, and missing text reconstructed based on paper squeezes
DOI: 10.13130/rd_unimi/qa4bro/w7kfsd
title: 250408_OPT1_TensileTest_060.tif

description: 250729_EXPERIMENTAL_DATA/250408_OPT1_Video 250408_OPT1_TensileTest_060.tif
DOI: 10.21950/55ftrp
title: La restauración de los colegios mayores en el siglo XX

description: Investigación sobre la restauración de los colegios mayores en el siglo XX
description: Microsoft Excel
description: BOE (Boletín Oficial del Estado), Boletín del Ministerio de Educación Nacional y del Archivo Central de Educación
description: <strong>Ver en mapa</strong>
DOI: 10.21950/bxaesy
title: Agri-food preferences questionnaire Q sort 2023

description: Ordenaciones Q de preferencias agroalimentarias: Ranking of 25 statement Q-method survey amongst 39 agroecological stakeholders.
Fichero excel con valores de posición de preferencia en la ordenación Q
DOI: 10.13130/rd_unimi/qa4bro/fwfvzv
title: 250408_OPT1_TensileTest_061.tif

description: 250729_EXPERIMENTAL_DATA/250408_OPT1_Video 250408_OPT1_TensileTest_061.tif
DOI: 10.21950/uz3qua
title: Federico-Tena World Population Historical Database : Cayman Islands

description: Project developed by Giovanni Federico (New York University Abu Dhabi) and Antonio Tena Junguito (Universidad Carlos III de Madrid). Dataset: Cayman Islands
description: Microsoft Excel
description: Web site: <strong>https://www.uc3m.es/investigacion/federico-tena-population</strong>



<strong>SEE MAP</strong>
DOI: 10.25549/inscriptifact-ouc15243226
title: Elibaal Inscription

description: [Text Description:] Inscription of Elibaal written on statue of Osorkon I; for Mistress of Byblos ❧ [Text or Publication Number Note:] KAI 6; Gibson III:8 ❧ [Excavation Description:] frgs. from private source; others excavations at Byblos ❧ [Medium:] Stone ❧ [Script Note:] Phoenician ❧ [Physical Object Description:] Fragmentary red granite statue of Osorkon I. ❧ [Physical Object Note:] Inscription of Elibaal on statue of Osorkon ❧ (914-874 BCE). Three fragments bought by Louvre from private source, others discovered in excavations at Byblos, adding some letters.
DOI: 10.13130/rd_unimi/qa4bro/3xxj8x
title: 250408_OPT1_TensileTest_062.tif

description: 250729_EXPERIMENTAL_DATA/250408_OPT1_Video 250408_OPT1_TensileTest_062.tif
DOI: 10.21950/ocjjpn
title: Diálogos con Julia León y Germinal Rebull. Por Elia Romera-Figueroa

description: &lt;p&gt;Las entrevistas a Julia León y a Germinal Rebull (hijo de Teresa Rebull) forman parte de un proyecto de investigación entorno a la canción de autor/a ibérica entre 1952 y 1986. Las entrevistas y la correspondencia abordan temas entorno a la lucha antifranquista, la segunda ola del feminismo ibérico y las relaciones personales entre cantantes de diferentes partes de España.&lt;/p&gt;

&lt;p&gt;Entrevista a la cantautora Julia León tras encuentros en Madrid en 2019 y 2020 y correspondencia con Germinal Rebull (familia de Teresa Rebull) entre 2020 y 2021.&lt;/p&gt;
description: Incluye fotografías y documentos del archivo personal de los informantes
DOI: 10.25549/inscriptifact-ouc110806412
title: Mesha Inscription, KAI 181, Mesha' Inscription, Mesha'-Inschrift, Mesha Stela, Mesha' Stela

description: [Text Description:] Commemoration of military actions and building projects of Mesha, King of Moab ❧ [Text or Publication Number Note:] KAI 181 ❧ [Excavation Description:] Discovered in 1868 by a German missionary in Diban (Dhiban) ❧ [Medium:] Stone ❧ [Script Note:] Moabite ❧ [Physical Object Description:] Basalt Stone, 1.1 meters high, 60-68 cm wide (or 1.15 m x 60 cm), rounded at the top ❧ [Physical Object Note:] Present stele has been restored from fragments, and missing text reconstructed based on paper squeezes
DOI: 10.13130/rd_unimi/qa4bro/mtqygc
title: 250408_OPT1_TensileTest_064.tif

description: 250729_EXPERIMENTAL_DATA/250408_OPT1_Video 250408_OPT1_TensileTest_064.tif
DOI: 10.13130/rd_unimi/qa4bro/u27wbe
title: 250408_OPT1_TensileTest_063.tif

description: 250729_EXPERIMENTAL_DATA/250408_OPT1_Video 250408_OPT1_TensileTest_063.tif
DOI: 10.21950/kjnkmm
title: AI generated context for teaching robotics to improve Computational Thinking in Early Childhood Education

description: There is a growing need to develop methods to teach Computational Thinking (CT) to Early Childhood Education children, given the challenges at these ages. A key goal is to equip future teachers with effective approaches for better learning outcomes. This project introduces a methodology for teaching robotics, using AI-generated contexts to enhance CT. An experiment was conducted with 120 preservice teachers (aged 18-19) in a Computer Science and Digital Competence course. The experimental group used AI-generated practical assignments, while the control group did not. Results show significantly higher gains in CT and learning attitudes in the experimental group, proving the methodology's effectiveness.

The sample for this study: Students of Universidad Rey Juan Carlos (URJC) in Madrid, Spain -&gt; Early Child-hood Education degree programme.
description: IBM SPSS 29
DOI: 10.25549/inscriptifact-ouc15265261
title: Yellow Scaraboid Seal with Figure, lsr?

description: [Text Description:] Yellow Scaraboid Seal with Figure, lsr? ❧ [Excavation Description:] unprovenanced ❧ [Medium:] Stone ❧ [Script Note:] Hebrew? ❧ [Physical Object Description:] Yellow Scaraboid Seal in metal bezel, 1.5 cm wide x 2 cm high
DOI: 10.13130/rd_unimi/qa4bro/aiim7m
title: 250408_OPT1_TensileTest_065.tif

description: 250729_EXPERIMENTAL_DATA/250408_OPT1_Video 250408_OPT1_TensileTest_065.tif
DOI: 10.21950/bweebu
title: Cacao Farmers Tumaco

description: &lt;p&gt;The replacement of illicit crops with cacao in Colombia's South Pacific region involves more than economic viability. It is closely tied to social-ecological restoration, where local organizations and international NGOs play a key role in providing technical improvements linked to social progress. This region, historically affected by violence and illicit crop cultivation, is critical for post-conflict agreements.&lt;/p&gt;

&lt;p&gt;This study examines the factors influencing cacao selling prices, focusing on how access to international markets depends more on support for farmers than monetary value. Adequate infrastructure is essential for producing high-quality dry cacao, crucial for market access. Without it, efforts to substitute illicit crops, along with environmental and social stability, are at risk. Using a spatial econometric model, the study highlights that participation in community councils, supported by NGOs, is vital for reducing environmental risks and ensuring sustainability.&lt;/p&gt;

&lt;p&gt;The survey was conducted among farmers in Tumaco, Colombia, as part of a research project aimed at understanding agricultural practices, challenges, and climate change adaptation strategies in the region. The study received approval from the Institutional Review Board (IRB) under protocol number CEID/HU/2020/53, ensuring that all procedures adhered to strict ethical guidelines. The survey was designed to ensure the confidentiality and privacy of participants, with informed consent obtained from all respondents prior to participation. The data collection process followed established protocols to minimize any risks to participants and to ensure that their rights were fully protected throughout the study.&lt;/p&gt;