cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17590757
title: EMPATHI Project datasets

description: This repository contains the datasets created during the experimental activities carried out at the Mauriziano Palace in Reggio Emilia within the framework of the EMPATHI project.

The file empathiMasterLog.csv contains the logs generated by the Consumer and Producer applications. Records are ordered by timestamp and can be filtered using the “type” column (i.e., producer or consumer). The “prevalent” column indicates the predominant emotion experienced by the user, represented by an integer from 0 to 6 as follows: 0 - neutral, 1 - happy, 2 - surprise, 3 - sad, 4 - anger, 5 - disgust, 6 - fear. The columns from “neutral” to “fear” contain the intensity values of each emotion, expressed on a scale from 0.00 to 1.00. The “valence” column contains the valence values ranging from -100 to 100 while the “arousal” column contains arousal values ranging from 0 to 100. Finally, the “section” column indicates in which of the three initial sections of the exhibition held at the Mauriziano the session took place. For “consumer”-type users, only the “prevalent” and “section” columns are relevant.

The file empathiProducerQuestionnaire(ITA).csv contains the responses to the questionnaire administered to the Producer.

The files empathiConsumerQuestionnaire_scenarioA(ITA).csv and empathiConsumerQuestionnaire_scenarioB(ITA).csv contain the responses to the questionnaires administered to the Consumers during Scenario A (baseline experiment without the use of applications developed within the EMPATHI project) and Scenario B (experiment conducted using the applications developed within the EMPATHI project), respectively.
DOI: 10.5281/zenodo.17590758
title: EMPATHI Project datasets

description: This repository contains the datasets created during the experimental activities carried out at the Mauriziano Palace in Reggio Emilia within the framework of the EMPATHI project.

The file empathiMasterLog.csv contains the logs generated by the Consumer and Producer applications. Records are ordered by timestamp and can be filtered using the “type” column (i.e., producer or consumer). The “prevalent” column indicates the predominant emotion experienced by the user, represented by an integer from 0 to 6 as follows: 0 - neutral, 1 - happy, 2 - surprise, 3 - sad, 4 - anger, 5 - disgust, 6 - fear. The columns from “neutral” to “fear” contain the intensity values of each emotion, expressed on a scale from 0.00 to 1.00. The “valence” column contains the valence values ranging from -100 to 100 while the “arousal” column contains arousal values ranging from 0 to 100. Finally, the “section” column indicates in which of the three initial sections of the exhibition held at the Mauriziano the session took place. For “consumer”-type users, only the “prevalent” and “section” columns are relevant.

The file empathiProducerQuestionnaire(ITA).csv contains the responses to the questionnaire administered to the Producer.

The files empathiConsumerQuestionnaire_scenarioA(ITA).csv and empathiConsumerQuestionnaire_scenarioB(ITA).csv contain the responses to the questionnaires administered to the Consumers during Scenario A (baseline experiment without the use of applications developed within the EMPATHI project) and Scenario B (experiment conducted using the applications developed within the EMPATHI project), respectively.
DOI: 10.48612/msupe/he5k-kkd2-rnmn
title: Предикторы школьной дезадаптации первоклассников в условиях единой образовательной программы

description: Контекст и актуальность. Одним из самых значимых преобразований системы образования последних лет является введение в 2023 году в систему начального образования в РФ единой общеобразовательной программы. Значимыми вопросами становятся изучение школьной дезадаптации в условиях введения новой образовательной программы, а также изучение возможностей прогнозирования школьной дезадаптации с использованием имеющихся теоретических и эмпирических разработок. Цель. Изучение предикторов школьной дезадаптации первоклассников в условиях единой образовательной программы. Гипотеза. показатели произвольности, школьной тревожности, самооценки, готовности к школе мотивации и коммуникативных навыков являются значимыми предикторами, позволяющими разделять испытуемых в группы дезадаптивных и адаптивных обучающихся. Методы и материалы. В исследовании приняли участие 152 обучающихся первых классов в возрасте от 6 до 7 лет, 40 родителей и 6 учителей начальных классов. Использованы следующие методики: ориентационный тест школьной зрелости Керна-Йирасека; Тест оценки концентрации внимания Пьерона-Рузера; Тест «Заучивание 10 слов» А.Р. Лурия; Методика диагностики уровня школьной тревожности Б.Н. Филлипса; «Исследование самооценки по методике Т.В. Дембо — С.Я. Рубинштейн»; Анкета школьной мотивации Н.Г. Лускановой; Методика М.И. Рожкова «Диагностика изучения сформированности коммуникации как общения у младших школьников»; Опросник «Индивидуальный стиль педагогической деятельности А.М. Марковой, А.Я. Никоновой; Опросник «Анализ семейных взаимоотношений» Э.Г. Эйдемиллера, В.В. Юстицкиса. Результаты. Выявлено наличие значимых предикторов школьной дезадаптации, исключение составили лишь показатели произвольности внимания и памяти, самооценка и отдельные параметры школьной тревожности. Выводы. Проведенный дискриминантный анализ продемонстрировал показатель точности классификации, составляющий 88,6%, наибольшую дискриминативную функцию несут показатели коммуникации и общей тревожности. Единая образовательная программа показывает высокие результаты в качестве стандарта образования, однако, существует необходимость более внимательного анализа содержания программы касательно сферы развития коммуникативных навыков первоклассников и снижения школьной тревожности.
DOI: 10.5281/zenodo.15408014
title: MD Simulation Data for SLS Loading and Release with CeBTC-Modified CNT Nanocarriers

description: This dataset contains molecular dynamics (MD) simulation input and output files used in the study titled "In Silico and In Vitro Analysis of pH-Responsive SLS Delivery via CeBTC-Modified CNT Nanocarriers: Molecular Dynamic Simulation to Experimental Assessment".

Simulations were performed using the Desmond engine for a 100 ns to 250 ns multistage protocol to investigate the structural stability and release behavior of sodium lignosulfonate (SLS) loaded onto CeBTC-functionalized carbon nanotubes (CNTs).

The dataset includes system configuration files (.cms), parameter/job scripts (.msj, .sh), energy profiles (.ene), output logs, and select compressed outputs (.tgz) for analysis. These files support reproducibility and data transparency as per ACS JCIM guidelines.

Note: Full trajectory files are included in this dataset to support complete reproducibility and detailed post-analysis. All input, output, and supporting simulation files required to replicate the molecular dynamics study are provided as part of this archive.
DOI: 10.5281/zenodo.15408015
title: MD Simulation Data for SLS Loading and Release with CeBTC-Modified CNT Nanocarriers

description: This dataset contains molecular dynamics (MD) simulation input and output files used in the study titled "In Silico and In Vitro Analysis of pH-Responsive SLS Delivery via CeBTC-Modified CNT Nanocarriers: Molecular Dynamic Simulation to Experimental Assessment".

Simulations were performed using the Desmond engine for a 100 ns to 250 ns multistage protocol to investigate the structural stability and release behavior of sodium lignosulfonate (SLS) loaded onto CeBTC-functionalized carbon nanotubes (CNTs).

The dataset includes system configuration files (.cms), parameter/job scripts (.msj, .sh), energy profiles (.ene), output logs, and select compressed outputs (.tgz) for analysis. These files support reproducibility and data transparency as per ACS JCIM guidelines.

Note: Full trajectory files are included in this dataset to support complete reproducibility and detailed post-analysis. All input, output, and supporting simulation files required to replicate the molecular dynamics study are provided as part of this archive.
DOI: 10.5281/zenodo.15412213
title: CODES Dataset: lv_parametric

description: Dataset for the CODES benchmark (https://github.com/robin-janssen/CODES-Benchmark). This dataset was designed to test variations of the architectures that can take additional ODE parameters as inputs. It is related to lv_parametric_no_params, which contains the same trajectories, but not the parameter alpha used to generate them. This enables comparison between providing the architecture with the additional information that is the value of the parameter, and leaving out this additional information.

Lotka-Volterra predator-prey model with three predators (p1, p2, p3) and three prey (q1, q2, q3), as well as a parameter alpha, which modifies reproduction and predation coefficients.

The system is defined by its gradients as follows:











# --- reproduction rates (prey) ---

# baseline: 0.5, 0.6, 0.4

rep_p1 = 0.5 * (1.0 - alpha) * p1

rep_p2 = 0.6 * (1.0 - alpha) * p2

rep_p3 = 0.4 * (1.0 - alpha) * p3


# --- predation terms ---

# baseline coefficients: 0.02, 0.01, 0.03, 0.015, 0.01, 0.025

pred1 = (0.02 * (1.0 + alpha)) * p1 * q1 + (0.01 * (1.0 + alpha)) * p1 * q2


pred2 = (0.03 * (1.0 + alpha)) * p2 * q1 + (0.015 * (1.0 + alpha)) * p2 * q3


pred3 = (0.01 * (1.0 + alpha)) * p3 * q2 + (0.025 * (1.0 + alpha)) * p3 * q3


# --- predator death rates (unchanged) ---

death_q1 = 0.1 * q1

death_q2 = 0.08 * q2

death_q3 = 0.12 * q3


# --- predator gains (unchanged) ---

gain_q1 = 0.005 * p1 * q1 + 0.007 * p2 * q1

gain_q2 = 0.006 * p1 * q2 + 0.009 * p3 * q2

gain_q3 = 0.008 * p2 * q3 + 0.01 * p3 * q3


# --- derivatives ---

dp1_dt = rep_p1 - pred1

dp2_dt = rep_p2 - pred2

dp3_dt = rep_p3 - pred3


dq1_dt = -death_q1 + gain_q1

dq2_dt = -death_q2 + gain_q2

dq3_dt = -death_q3 + gain_q3


return np.array([dp1_dt, dp2_dt, dp3_dt, dq1_dt, dq2_dt, dq3_dt])





101 timesteps in the interval [0, 100], solved with scipy.integrate.solve_ivp with the DOP853 method (atol = rtol = 1e-8).

Initial conditions for each species sampled in log-space between 1 and 10, while alpha was sampled linearly between 0 and 1. Initial conditions and the parameter were jointly Sobol-sampled.

 

350/50/100 train/test/val samples.
DOI: 10.5281/zenodo.15412214
title: CODES Dataset: lv_parametric

description: Dataset for the CODES benchmark (https://github.com/robin-janssen/CODES-Benchmark). This dataset was designed to test variations of the architectures that can take additional ODE parameters as inputs. It is related to lv_parametric_no_params, which contains the same trajectories, but not the parameter alpha used to generate them. This enables comparison between providing the architecture with the additional information that is the value of the parameter, and leaving out this additional information.

Lotka-Volterra predator-prey model with three predators (p1, p2, p3) and three prey (q1, q2, q3), as well as a parameter alpha, which modifies reproduction and predation coefficients.

The system is defined by its gradients as follows:











# --- reproduction rates (prey) ---

# baseline: 0.5, 0.6, 0.4

rep_p1 = 0.5 * (1.0 - alpha) * p1

rep_p2 = 0.6 * (1.0 - alpha) * p2

rep_p3 = 0.4 * (1.0 - alpha) * p3


# --- predation terms ---

# baseline coefficients: 0.02, 0.01, 0.03, 0.015, 0.01, 0.025

pred1 = (0.02 * (1.0 + alpha)) * p1 * q1 + (0.01 * (1.0 + alpha)) * p1 * q2


pred2 = (0.03 * (1.0 + alpha)) * p2 * q1 + (0.015 * (1.0 + alpha)) * p2 * q3


pred3 = (0.01 * (1.0 + alpha)) * p3 * q2 + (0.025 * (1.0 + alpha)) * p3 * q3


# --- predator death rates (unchanged) ---

death_q1 = 0.1 * q1

death_q2 = 0.08 * q2

death_q3 = 0.12 * q3


# --- predator gains (unchanged) ---

gain_q1 = 0.005 * p1 * q1 + 0.007 * p2 * q1

gain_q2 = 0.006 * p1 * q2 + 0.009 * p3 * q2

gain_q3 = 0.008 * p2 * q3 + 0.01 * p3 * q3


# --- derivatives ---

dp1_dt = rep_p1 - pred1

dp2_dt = rep_p2 - pred2

dp3_dt = rep_p3 - pred3


dq1_dt = -death_q1 + gain_q1

dq2_dt = -death_q2 + gain_q2

dq3_dt = -death_q3 + gain_q3


return np.array([dp1_dt, dp2_dt, dp3_dt, dq1_dt, dq2_dt, dq3_dt])





101 timesteps in the interval [0, 100], solved with scipy.integrate.solve_ivp with the DOP853 method (atol = rtol = 1e-8).

Initial conditions for each species sampled in log-space between 1 and 10, while alpha was sampled linearly between 0 and 1. Initial conditions and the parameter were jointly Sobol-sampled.

 

350/50/100 train/test/val samples.
DOI: 10.5281/zenodo.15412263
title: 低温灾害
DOI: 10.5281/zenodo.15412264
title: 低温灾害
DOI: 10.15468/dl.a583sz
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-71.39188 -17.819,-69.34112 -16.72237,-71.67899 -14.39131,-74.18092 -14.35158,-76.35473 -14.70891,-71.39188 -17.819))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Spheniscus magellanicus (J.R.Forster, 1781)",
 "Year 2021-2025"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030799-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7274/28781873
title: Elucidating Ciliopathies: The Role of Empty Spiracles Homeobox 2 and Cannabinoid Signaling in Cilia Development across Embryonic Tissues

description: Cilia are exquisite organelles with essential roles in ontogeny and physiology, and ciliogenesis defects underline a range of diseases ranging from rare genetic, chronic to highly infectious diseases. In our work, we elucidated the role of empty spiracles homeobox 2 (emx2) and cannabinoid receptor 1 (cnr1) in zebrafish embryonic cilia development across tissues, highlighting their roles in regulating renal MCCs. We report that emx2 is essential for cilia development across the ear, neuromasts and Kupffer’s vesicle (KV). emx2 deficient embryos manifest altered fluid homeostasis and kidney defects including decreased multiciliated cells (MCCs), determining that emx2 is essential to properly establish several renal lineages. Further, emx2 deficiency disrupted renal monociliated cells, MCCs and led to aberrant basal positioning. We reported that emx2 regulates prostaglandin biosynthesis in ciliogenesis and renal fate changes through key factors including ppargc1a, ptgs1 and PGE2. Our findings reveal essential roles of emx2 in tissue cilia development and identify emx2 as a critical regulator of prostaglandin biosynthesis during renal development and ciliogenesis. In our second study, we report that Cnr1 is essential for cilia development across tissues and regulates renal MCCs via cyclic AMP (cAMP) signaling. We found that the loss of function, agonism and antagonism of cnr1 all lead to reduced mature renal MCC populations. cnr1 deficiency also led to reduced cilia development across tissues, including the pronephros, ear, KV, and nasal placode. Interestingly, treatment with the cAMP activator Forskolin (FSK) restored renal MCC defects in agonist-treated embryos, suggesting cnr1 mediates cAMP signaling in renal MCC development. Meanwhile, treatment with the cAMP inhibitor SQ-22536 alone or with cnr1 deficiency both led to reduced MCC populations, suggesting cnr1 mediates renal MCC development independently of cAMP signaling. Our findings indicate that cnr1 has a critical role in controlling renal MCC development both via cAMP signaling and independent pathway.
DOI: 10.7274/28781873.v1
title: Elucidating Ciliopathies: The Role of Empty Spiracles Homeobox 2 and Cannabinoid Signaling in Cilia Development across Embryonic Tissues

description: Cilia are exquisite organelles with essential roles in ontogeny and physiology, and ciliogenesis defects underline a range of diseases ranging from rare genetic, chronic to highly infectious diseases. In our work, we elucidated the role of empty spiracles homeobox 2 (emx2) and cannabinoid receptor 1 (cnr1) in zebrafish embryonic cilia development across tissues, highlighting their roles in regulating renal MCCs. We report that emx2 is essential for cilia development across the ear, neuromasts and Kupffer’s vesicle (KV). emx2 deficient embryos manifest altered fluid homeostasis and kidney defects including decreased multiciliated cells (MCCs), determining that emx2 is essential to properly establish several renal lineages. Further, emx2 deficiency disrupted renal monociliated cells, MCCs and led to aberrant basal positioning. We reported that emx2 regulates prostaglandin biosynthesis in ciliogenesis and renal fate changes through key factors including ppargc1a, ptgs1 and PGE2. Our findings reveal essential roles of emx2 in tissue cilia development and identify emx2 as a critical regulator of prostaglandin biosynthesis during renal development and ciliogenesis. In our second study, we report that Cnr1 is essential for cilia development across tissues and regulates renal MCCs via cyclic AMP (cAMP) signaling. We found that the loss of function, agonism and antagonism of cnr1 all lead to reduced mature renal MCC populations. cnr1 deficiency also led to reduced cilia development across tissues, including the pronephros, ear, KV, and nasal placode. Interestingly, treatment with the cAMP activator Forskolin (FSK) restored renal MCC defects in agonist-treated embryos, suggesting cnr1 mediates cAMP signaling in renal MCC development. Meanwhile, treatment with the cAMP inhibitor SQ-22536 alone or with cnr1 deficiency both led to reduced MCC populations, suggesting cnr1 mediates renal MCC development independently of cAMP signaling. Our findings indicate that cnr1 has a critical role in controlling renal MCC development both via cAMP signaling and independent pathway.
DOI: 10.13012/b2idb-4704459_v2
title: New York art gallery exhibition reviews and catalogs analyzed by race and gender

description: This dataset builds on an existing dataset which captures artists’ demographics who are represented by top tier galleries in the 2016–2017 New York art season (Case-Leal, 2017, https://web.archive.org/web/20170617002654/http://www.havenforthedispossessed.org/) with a census of reviews and catalogs about those exhibitions to assess proportionality of media coverage across race and gender. The readme file explains variables, collection, relationship between the datasets, and an example of how the Case-Leal dataset was transformed. The ArticleDataset.csv provides all articles with citation information as well as artist, artistic identity characteristic, and gallery. The ExhibitionCatalog.csv provides exhibition catalog citation information for each identified artist.

New in this V2:
- In V1, ArticleDataset.csv had both data on the articles published and all of the exhibitions, which was misleading. In V2 I separated out so that ArticleDataset only has articles, and AllSoloShows has all shows, including those that had no articles written about them in the publications reviewed.
- Upon closer review I noticed approximately 10 out of the 133 articles had incorrect information in variable "Publication content type: art or general" and/or "Publication Carrier type: web or library?" so I updated V2.
- Upon closer review I noticed there was 3 instances of artists who had two solo shows apiece: in addition to Meleko Mokgosi and Carrie Mae Weems which I had already noted in V1, there was also Roxy Paine. I had not noticed this because only one of two of Paine's shows had been written about. This brings the total number of shows to 117 (which was 116 in V1).
-Upon closer review I removed one row from ExhibitionCatalogs.csv, as the item i had listed did not meet the parameters.
DOI: 10.15468/dl.cgtpeu
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Haplorhus peruviana Engl."
 ]
}

 The dataset includes 53 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030802-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48328/tudatalib-1654
title: Dataset for Non-contact Ultrasonic Stress Measurement using Lamb Waves

description: Stress measurement is essential in many applications such as aerospace or construction, and ultrasonic stress measurement systems are removable and non-destructive. Using air-coupled ultrasound has the advantage of being non-contact. In other works, an air-coupled ultrasonic phased array is used to adjust the coupling angle and then measure the stress using the conventional transit-time method. In this work, we investigate using the coupling angle of air-coupled Lamb waves directly to measure normal stress in the specimen. The coupling angle is dependent on the phase velocity, which, in turn, changes with the stress. We model that effect using numerical simulations with the semi-analytical finite element method. Ultrasonic measurements are conducted on foam-filled sandwich panels with two 0.5 mm steel face sheets during full-scale bending tests according to EN~14509:2013. The ultrasonic stress measurement setup consists of an air-coupled phased array for transmission, a MEMS-microphone array for reception, and a laser Doppler vibrometer for reference. We measure the stress via the coupling angle using either the transmit or the receive phased array, and for reference, we measure the stress via the transit-time using the group velocity. The measurement method with the coupling angle method works, both with the transmit or the receive array, with a repeatability of 5.3 MPa and 4.1 MPa, respectively, in the range of 0 to 150 MPa. The transit-time measurement performs better than the coupling angle method with a repeatability of 2.1 MPa since time measurement is more accurate. However, the coupling angle methods measures phase velocity instead of group velocity. Therefore, both methods can be advantageously combined.