cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/nxynb7n9bk.1
title: Satisfied Nor Dissatisfied: The Flexible Delivery of Student Affairs and Services Programs During Pandemic

description: This descriptive-survey study examined the level of satisfaction on the delivery of student affairs and services programs during pandemic. The researchers conducted a survey to the two hundred (211) students of NORSU Mabinay campus from the eight (8) programs: BS Agriculture, BS Criminology, BS Business Administration, BS Industrial Technology, BS Computer Science, BS Hospitality Management, Bachelor of Elementary Education, and Bachelor of Secondary Education across year levels. Data were analyzed through frequency and percentage distribution, mean, and Pearson R using SPSS. Results revealed that the students are neither satisfied nor dissatisfied on the flexible delivery of the Student Services Programs as stipulated in CMO no. 08, series of 2021. Moreover, there is no significant relationship between the students’ level of satisfaction on SAS programs and their demographic profile in terms sex, course program, year level, disability, membership to indigenous group, and modality of leaning. Hence, regardless of profile, satisfaction level cannot be measured fully since not all services are fully implemented at the time of pandemic. Finally, the researcher establish a modified continuity plan to enhance the delivery of the student affairs and services programs to provide equitable support for learning opportunities.
DOI: 10.17632/3kj4zw8jkd.1
title: Transmission Line Signals

description: Fault transmission line signals generated using MatLab.

Dataset 1:
a) Voltage: 500 kV;
b) Line length: 300 km;
c) Type of fault: AG, BG, CG, AB, BC, CA, ABG, BCG, CAG, and ABC;
d) Distance at which the fault occurred relative to the local bus: 20 km, 150 km, 280 km;
e) Fault application angle: varies between 0° and 180° with a step of 10°;
f) Fault occurrence resistance: 1 Ω, 50 Ω, 100 Ω;
g) Fundamental frequency: 60 Hz;
h) Samples per cycle: 256;
i) Sampling frequency: 15360 Hz.
Example:
Filename: sim_Chesf_500_Classifier_LOC3_AB_20_30_1.0000.mat
Characteristics: AB fault, distance 20 km, angle of 30°, resistance of 1 Ω

Dataset 2:
The data are in two variables, voltage and current.
The variables have many dimensions, containing the variations.
The following explains what each dimension means:

#1: the voltage or current signal
#2: phase 1-A, 2-B, 3-C
#3: fault distance 1-20 km, 2-150 km, 3-280 km
#4: fault resistance 1-1 Ω, 2-50 Ω, 3-100 Ω
#5: compensation variation 1-0.4, 2-0.5, 3-0.6, 4-0.7
#6: fault angle variation
Example:
Signal V_AG(:,1,1,1,1,10)
Characteristics: voltage signal of phase A of an AG type fault that occurred at 20 km, with a fault resistance of 1 Ω, a compensation rate of 0.4, and a fault angle of 90°.
DOI: 10.17632/b4zb9myy5d.1
title: Treatment for the central sensitization component of lower back pain using systemic manual therapy

description: this is the accompanying dataset to Treatment for central sensitization component of lower back pain using systemic manual therapy
DOI: 10.17632/s82r3sc6s5.1
title: D-23-53909

description: Research original data for the article
DOI: 10.17632/zkbp3jt32f.1
title: Grimm OPC data for isolating pollen signals

description: Grimm OPC data from 01 January 2023 to 30 April 2023
DOI: 10.17632/44fm5722p6.1
title: ASDI-Lean Mining approach for enhancing decision making: The case of phosphate supply chain

description: The mining industry presents specific challenges in terms of management and organization. It is characterized by the dynamic and spatially variable nature of resources, challenging operational conditions, market price volatility, and adherence to legislative and environmental regulations. In this complex environment, the crucial need for decision-support systems to enhance the industry's organizational effectiveness and efficiency is evident. This is essential for ensuring its long-term viability in the market and aligning with principles of responsible development. Given the formidable challenges, many manufacturing companies are embracing the Japanese Lean Management approach. However, the extension of Lean Management to the mining sector remains understudied and poses implementation complexities. This article proposes the ASDI (Analysis, Specification, Design, and Implementation) methodological framework as a meta-model for designing research objects that support decision-making in Lean Mining. ASDI-Lean Mining delineates the implementation process of Lean Mining and provides a suite of software components leveraging simulation and optimization approaches. These components assist mine managers in testing diverse organizational scenarios within the Lean Mining approach. The application of this methodology to the real case study of the phosphate extraction industry at OCP Group has yielded tangible results, including the introduction of novel industrial organizational methods based on an ex-ante evaluation of a decision and non-value-added activities reduction. These changes have led to improved performance in terms of both efficiency (enhanced environmental performance and cost reduction) and effectiveness (heightened customer satisfaction).
DOI: 10.17632/7x3j882mw4.1
title: Data for: Landslide Susceptibility Index Based on the Integration of Logistic Regression and Weights of Evidence: A Case Study in Popayan, Colombia

description: In this repository are the native and processed (raster, shapefiles, csv) files used to calculate the landslide susceptibility. You can find the scripts in python 3x for each of the proposals analyzed in our research, as well as the ROC curves and the calculation of AUC. Spatial information is projected in the MAGNA-SIRGAS coordinate system EPSG 3116.
DOI: 10.17632/7x3j882mw4.2
title: Data for: Landslide Susceptibility Index Based on the Integration of Logistic Regression and Weights of Evidence: A Case Study in Popayan, Colombia

description: In this repository are the native and processed (raster, shapefiles, csv) files used to calculate the landslide susceptibility. You can find the scripts in python 3x for each of the proposals analyzed in our research, as well as the ROC curves and the calculation of AUC. Spatial information is projected in the MAGNA-SIRGAS coordinate system EPSG 3116.
DOI: 10.17632/7x3j882mw4.3
title: Data for: Landslide Susceptibility Index Based on the Integration of Logistic Regression and Weights of Evidence: A Case Study in Popayan, Colombia

description: In this repository are the native and processed (raster, shapefiles, csv) files used to calculate the landslide susceptibility. You can find the scripts in python 3x for each of the proposals analyzed in our research, as well as the ROC curves and the calculation of AUC. Spatial information is projected in the MAGNA-SIRGAS coordinate system EPSG 3116.
DOI: 10.17632/7x3j882mw4.4
title: Data for: Landslide Susceptibility Index Based on the Integration of Logistic Regression and Weights of Evidence: A Case Study in Popayan, Colombia

description: In this repository are the native and processed (raster, shapefiles, csv) files used to calculate the landslide susceptibility. You can find the scripts in python 3x for each of the proposals analyzed in our research, as well as the ROC curves and the calculation of AUC. Spatial information is projected in the MAGNA-SIRGAS coordinate system EPSG 3116.
DOI: 10.17632/xzwzh3kmns.1
title: Supplementary Information - sample details

description: Supplementary Information to the paper "Using Optimized Monochromatic Energy Dispersive X-ray fluorescence to analyze the cadmium concentration in cacao and soil samples". This data sheet gives the results of all MEDXRF and ICP-MS measurements, which lab analyzed which samples, and the homogenization details for each sample.
DOI: 10.17632/gz2vbmsxnn.1
title: muzziolab_chengs_task_2c_ca1

description: Data used for our Cheng's Task Two Context CA1 neuroscience paper.
DOI: 10.17632/4c4dg8gzp9.1
title: Reframing the Role of Leaders Navigating the Challenges and Opportunities of Tomorrow’s Workplace in the Age of Artificial Intelligence

description: The objective of the present study is to assess and reframe the roles of leadership of tomorrow in navigating this paradigm shift in the workplace. A quantitative study was conducted to evaluate the influences of new skillsets that leaders should possess in an AI driven workplace. A total of 337corporate leaders in various industries and sectors were sought out to participate in the survey questionnaire in order to assess the impact and test the relationship between Ethical Decision Making, Emotional Intelligence, Spiritual Intelligence and Digital Competence on AI Ready culture leading to Organizational Performance of tomorrow’s workplace. It was found out that Ethical Decision Making has a positive impact on AI Ready Culture and AI Ready Culture has a positive impact on Organizational Performance. In contrast, Digital Competence has a negative impact on AI Ready Culture and lastly, Emotional Intelligence and Spiritual Intelligence effects on AI Ready Culture were not supported and it was statistically validated by the results of this research.
DOI: 10.17632/y38gxsggc8.1
title: DeepMultiFace Forgery Dataset (DMFFD): A Comprehensive Dataset for Multifaceted Forgery Detection

description: DeepMultiFace Forgery Dataset (DMFFD) presents a unique compilation designed for comprehensive research in the domain of facial forgery detection and verification. The dataset comprises 213 original images acquired from istock, which is an online royalty free, international micro stock photography provider. The images are then resized to a standard resolution of 300x300 pixels to ensure consistency across the dataset. To create forgery instances, 200 reference images from the standard Defacto dataset are employed. This dataset carefully combines the selected source images with reference images for generating forgery samples. Exceptional cutting-edge AI technologies, specifically Remaker AI and FaceSwapper AI, are used to produce 204 forged images. In order to further enhance the dataset's richness various image augmentation techniques, include horizontal flipping, random adjustments to brightness, contrast, gamma, hue, saturation, value, and Gaussian blur are applied to the forged images. As a result, the initial set of 204 forged images undergoes augmentation, yielding a total of 1224 images. 
The MultiFaceForgery Dataset offers researchers and practitioners a robust platform for exploring advanced techniques in facial forgery detection, verification, and mitigation, which serves as a valuable resource for ensuring facial recognition security.
DOI: 10.17632/98hkt6n59j.1
title: Ugandan Bird Vocalizations

description: A collection of electronic recordings of bird vocalizations from Uganda at 7 locations namely namely Bwindi impenetrable forest, Kibale forest national park, Matheniko game reserve, Moroto district, Kidepo National Park, Lake Mburo National Park, and Murchison Falls National Park. The work was supported by Google Inc under a Google Research Collabs Africa project entitled BASIS (Broad Avian Species Surveillance with Intelligent Sensing). The data is useful for creating machine learning models for Bioacoustic analysis and Sound analysis in general
DOI: 10.17632/98hkt6n59j.2
title: Ugandan Bird Vocalizations

description: A collection of electronic recordings of bird vocalizations from Uganda at 7 locations namely namely Bwindi impenetrable forest, Kibale forest national park, Matheniko game reserve, Moroto district, Kidepo National Park, Lake Mburo National Park, and Murchison Falls National Park. The work was supported by Google Inc under a Google Research Collabs Africa project entitled BASIS (Broad Avian Species Surveillance with Intelligent Sensing). The data is useful for creating machine learning models for Bioacoustic analysis and Sound analysis in general
DOI: 10.17632/98hkt6n59j.3
title: Ugandan Bird Vocalizations

description: A collection of electronic recordings of bird vocalizations from Uganda at 7 locations namely namely Bwindi impenetrable forest, Kibale forest national park, Matheniko game reserve, Moroto district, Kidepo National Park, Lake Mburo National Park, and Murchison Falls National Park. The work was supported by Google Inc under a Google Research Collabs Africa project entitled BASIS (Broad Avian Species Surveillance with Intelligent Sensing). The data is useful for creating machine learning models for Bioacoustic analysis and Sound analysis in general
DOI: 10.17632/98hkt6n59j.4
title: Ugandan Bird Vocalizations

description: A collection of electronic recordings of bird vocalizations from Uganda at 7 locations namely namely Bwindi impenetrable forest, Kibale forest national park, Matheniko game reserve, Moroto district, Kidepo National Park, Lake Mburo National Park, and Murchison Falls National Park. The work was supported by Google Inc under a Google Research Collabs Africa project entitled BASIS (Broad Avian Species Surveillance with Intelligent Sensing). The data is useful for creating machine learning models for Bioacoustic analysis and Sound analysis in general
DOI: 10.17632/9rbyzvt8pb.1
title: SAFB restricts contact domain boundaries associated with L1 chimeric transcription

description: Long interspersed element-1 (LINE-1 or L1) comprises 17% of the human genome, continuously generates genetic variations, and cause disease in certain cases. However, the regulation and function of L1 remain poorly understood. Here, we uncover that L1 can enrich RNA polymerase IIs (Pol IIs), express L1 chimeric transcripts and create contact domain boundaries. This impact of L1 is restricted by a nuclear matrix protein Scaffold Attachment Factor B (SAFB) that recognizes transcriptionally active L1s by binding L1 transcripts to inhibit Pol II enrichment and reduce L1 transcription. Acute inhibition of Pol II transcription abolishes the domain boundaries associated with L1 chimeric transcripts, indicating a transcription-dependent mechanism. Deleting L1 impairs domain boundary formation, and L1 insertions during evolution have introduced species-specific domain boundaries. Our data show that L1 can create Pol II enriched regions that alter genome organization, and that SAFB regulates L1 and Pol II activity to preserve gene regulation.
DOI: 10.17632/9rbyzvt8pb.2
title: SAFB restricts contact domain boundaries associated with L1 chimeric transcription

description: Long interspersed element-1 (LINE-1 or L1) comprises 17% of the human genome, continuously generates genetic variations, and cause disease in certain cases. However, the regulation and function of L1 remain poorly understood. Here, we uncover that L1 can enrich RNA polymerase IIs (Pol IIs), express L1 chimeric transcripts and create contact domain boundaries. This impact of L1 is restricted by a nuclear matrix protein Scaffold Attachment Factor B (SAFB) that recognizes transcriptionally active L1s by binding L1 transcripts to inhibit Pol II enrichment and reduce L1 transcription. Acute inhibition of Pol II transcription abolishes the domain boundaries associated with L1 chimeric transcripts, indicating a transcription-dependent mechanism. Deleting L1 impairs domain boundary formation, and L1 insertions during evolution have introduced species-specific domain boundaries. Our data show that L1 can create Pol II enriched regions that alter genome organization, and that SAFB regulates L1 and Pol II activity to preserve gene regulation.
DOI: 10.17632/9rbyzvt8pb.3
title: SAFB restricts contact domain boundaries associated with L1 chimeric transcription

description: Long interspersed element-1 (LINE-1 or L1) comprises 17% of the human genome, continuously generates genetic variations, and cause disease in certain cases. However, the regulation and function of L1 remain poorly understood. Here, we uncover that L1 can enrich RNA polymerase IIs (Pol IIs), express L1 chimeric transcripts and create contact domain boundaries. This impact of L1 is restricted by a nuclear matrix protein Scaffold Attachment Factor B (SAFB) that recognizes transcriptionally active L1s by binding L1 transcripts to inhibit Pol II enrichment and reduce L1 transcription. Acute inhibition of Pol II transcription abolishes the domain boundaries associated with L1 chimeric transcripts, indicating a transcription-dependent mechanism. Deleting L1 impairs domain boundary formation, and L1 insertions during evolution have introduced species-specific domain boundaries. Our data show that L1 can create Pol II enriched regions that alter genome organization, and that SAFB regulates L1 and Pol II activity to preserve gene regulation.
DOI: 10.17632/vz53zy37vv.1
title: Correlation between emotional support and positive response

description: The provided Python code illustrates the relationship between emotional support provided to students and their positive response over time. The code utilizes Gaussian functions to model the dynamics of emotional support and positive response, with adjustable parameters such as amplitude, mean time, and standard deviation.

First, the code defines parameters for the Gaussian functions representing emotional support and positive response, including their amplitudes, mean times, and standard deviations. These parameters allow for customization of the shape and magnitude of the curves.

Next, the code calculates the emotional support provided and positive response over a specified time range using the integrals of the respective Gaussian functions. By integrating the functions over time, the cumulative emotional support and positive response are obtained.

Subsequently, the code plots the emotional support provided and positive response over time on a graph, with time on the x-axis and magnitude on the y-axis. This visualization allows for a clear understanding of how emotional support and positive response evolve over the specified time period.

Finally, the code computes the correlation coefficient between emotional support and positive response, providing a quantitative measure of their relationship. The correlation coefficient indicates the strength and direction of the linear relationship between the two variables, with values closer to 1 indicating a strong positive correlation.

Overall, the code facilitates the analysis of how emotional support influences students' positive response and provides insights into the nature of their relationship. By adjusting the parameters of the Gaussian functions, researchers and educators can explore different scenarios and assess the impact of emotional support on student outcomes.
DOI: 10.17632/vddk6kg23n.1
title: Deep Coalbed Methane Seams' Characterization

description: Segmentation of CT images from the Deep Coalbed Methane Seams rock samples using deep learning neural networks
DOI: 10.17632/k2jhvmkmy6.1
title: Young KREEP-like mare volcanism from Oceanus Procellarum

description: Table S1. Major and trace element concentrations of scooped soil, drilled soil, agglutinate, breccia, and basalt clasts from CE-5 lunar soil.
Table S2. Hafnium isotopic composition of the Chang'e-5 soil and basalt.
Table S3. Major and trace elements compositions of clinopyroxene in CE-5 basalt 
Table S4. Compiled data of mineral proportion and element concentrations of KREEP basalts (15386, 72275, SaU 169) and other typical lunar meteorites.
Table S4 Additions. Major and trace element compositions of La Paz mare basalt meteorites.
Table S5. The modelling details of hybrid mantle source for Chang'e-5 basalts.
Table S6.The examples of calculated chemical compositions of the sources, primary melts and evolved melts in the model of Table S5.
DOI: 10.17632/kvst5nxtm9.1
title: Workplace factors and burnout in Brazilian anaesthesiologists

description: There is a high prevalence of burnout among anesthesiologists, which may affect their mental health and safety in clinical anesthesia practice. Despite this, there is limited knowledge about workplace factors associated with burnout among anesthesiologists, and there is a lack of interventional studies focusing on the environment. Therefore, we designed a cross-sectional study of Brazilian anesthesiologists to assess workplace factors related to burnout syndrome and its dimensions. The survey included sample characteristics, the Maslach Burnout Inventory - Human Services Survey for Medical Personnel, and a 'job difficulty score.' Bivariate and multivariate Poisson regression models calculated the prevalence ratios (PR) and assessed the relationship between variables. The response rate was 11.11% (973/8755). Burnout prevalence was 7.2%. The prevalence rates of high emotional exhaustion, high depersonalization, and low personal accomplishment were 28%, 10.9%, and 17.8%, respectively. Burnout was associated with strained relationships (PR 3.05, 1.64-5.68, p= 0.00), feeling disrespected at work (PR 2.45, 1.37-4.40, p= 0.00) and scoring at the 'job difficulty score' (PR 1.26, 1.16-1.37, p= 0.00). Emotional exhaustion was linked to productivity pressure (PR 1.34, 1.01-1.78, p= 0.46), working sick because of staff shortages (PR 1.67, 1.22-2.30, p= 0.00), moral harassment (PR 1.54, 1.15-2.05, p= 0.00), strained relationships (PR 2.09, 1.55-2.84, p= 0.00), conflict of values (PR 1.42, 1.05-1.92, p= 0.02), managing patients' airways during the COVID-19 pandemic (PR 1.52, 1.06-2.18, p= 0.02) and scoring at the 'job difficulty score' (PR 1.15, 1.10-1.2, p= 0.00). Depersonalization was related to strained relationships (PR 2.30, 1.41-3.78, p= 0.00), feeling disrespected at work (PR 1.87, 1.16-3.02, p= 0.01), and scoring at the 'job difficulty score' (PR 1.21, 1.13-1.29, p= 0.00). The low personal accomplishment related to not having access to decisions that affect the workplace (PR 1.27, 1.02-1.57, p= 0.02), working part-time in public and part-time in private hospitals (PR 0.78, 0.62-0.98, p= 0.03) and scoring the "job difficulty score" (PR 1.26, 1.16-1.37, p= 0.00). Overall, the workplace has distinct effects on each burnout component, and mapping this information will allow for the design of customized interventional studies in anesthesia.
DOI: 10.17632/x5fd87h2gt.1
title: virtual classrrom map 2023

description: A data set for a research paper.
DOI: 10.17632/d3wdb6sxr6.1
title: Paper data

description: Supplemental material with figure data as Blender file.
DOI: 10.17632/8j3rcgs7jv.1
title: Protocol for identifying properties of ERBB receptor antagonists using the barcoded ERBBprofiler assay

description: The ERBBprofiler assay measures compound effects on ERBB family receptors and key downstream signaling pathways that are implicated in cancer or other complex diseases. Here, we present a protocol for identifying properties of ERBB receptor antagonists using the barcoded ERBBprofiler assay. We describe steps for in solution transfection, cell treatment, combined processing of samples, amplification and indexing of PCRs, sequencing, and data analysis. This approach allows for the simultaneous assessment of compound effects and cell type dependent effects. 

For complete details on the use and execution of this protocol, please refer to Popović et al, 2024, iScience.
DOI: 10.17632/tffdhkbcyf.1
title: A 16-week special Fullerton Fitness Test-oriented intervention with older people

description: In total 38 participants (66% women), M Age = 80.15, SD = 7.21, were randomly selected into exercise (n=24) and waiting list control (n=14) groups; the exercise group trained three times a weeky for one hour each time doing specific Fullerton Functional Fitness Test (FFFT)-oriented training along handgrip exercise. FFFT tests, handgrio power, and five subjective psychological measures (life satisfaction, resilience, happiness, perceived stress, and well-being) were assessed at baseline, after eight weeks, and after 16 weeks. All measures changes in the positive direction, most benefits emerged after eight weeks already.
DOI: 10.17632/4s9c85xz39.1
title: ECMODE-D-23-00523

description: This set include: CHINAGEM-E model which we used in our paper; (2) the web links to the software to run the model; (3) the read me file for the instructions.