cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28326737.v1
title: [TechDebt] [Prompt Engineering in Data Analysis] Included and Excluded Papers

description: Context. The use of large language models for qualitative analysis is gaining attention in various fields, including software engineering, where qualitative methods are essential to understanding human and social factors. Goal. This study aimed to investigate how LLMs are currently used in qualitative analysis and how they can be used in software engineering research, focusing on identifying the benefits, limitations, and practices associated with their application. Method. We conducted a systematic mapping study and analyzed 21 relevant studies to explore reports of using LLM for qualitative analysis reported in the literature. Findings. Our findings indicate that LLMs are primarily used for tasks such as coding, thematic analysis, and data categorization, with benefits including increased efficiency and support for new researchers. However, limitations such as output variability, challenges capturing nuanced perspectives, and ethical concerns regarding privacy and transparency were also evident. Discussions. The study highlights the need for structured strategies and guidelines to optimize LLM use in qualitative research within software engineering. Such strategies could enhance the effectiveness of LLMs while addressing ethical considerations. Conclusion. While LLMs show promise for supporting qualitative analysis, human expertise remains essential for data interpretation, and continued exploration of best practices will be crucial for their effective integration into empirical software engineering research.
DOI: 10.17632/zxnjxj66k7
title: Human capital indicators

description: The data are used for THE INHERITANCE TAXATION AND HUMAN CAPITAL INDICATORS: EVIDENCE FROM THE EUROPEAN UNION COUNTRIES 
Data includes human capital indicators for the EU countries, some political data from V-dem democracy, and data about inheritance tax revenues.
DOI: 10.17632/wyr36f79vx
title: Water Pollution-TFP Data

description: Annual Manufacturing Survey and Environmental Industrial Survey. Colombian manufactirung. 2012-2021
DOI: 10.17632/4w4cv9dn9f
title: Rhizosphere and bulk soil data

description: Soil biological and chemical indicators of rhizosphere and bulk soil under three salinity levels
DOI: 10.15468/dl.z3tguj
title: Occurrence Download

description: A dataset containing 243994 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Material citation, Specimen, Occurrence evidence)",
 "Country is Canada",
 "OccurrenceStatus is Present",
 "TaxonKey is Amphibia"
 ]
}

 The dataset includes 243994 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007149-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/975g6g58r6
title: Data on effect of temperature humidity index and physiological adaptation of Nigerian indigenous goat breeds to environmental variations

description: Climatic variations and global warming present significant challenges to livestock production, particularly in tropical and subtropical regions. This study investigates the genetic adaptation of three Nigerian indigenous goat breeds—Sahel (Sh), Red Sokoto (RS), and West African Dwarf (WAD)—to heat stress. Conducted at Bowen University Farm, Iwo, Osun State, Nigeria, the experiment involved 45 goats (6 males and 9 females per breed). The goats were divided into three treatment groups: T1 (0 hours of heat exposure), T2 (4 hours), and T3 (8 hours), simulating different durations of heat stress during grazing. Physiological indicators such as body temperature, rectal temperature, pulse rate, and respiratory rate were measured over 12 days. Morphological traits, including body weight, length, neck, abdominal, and chest circumferences, as well as fur diameter, were also assessed.
Results revealed significant breed-specific variations in heat tolerance. WAD goats exhibited the highest heat stress responses, with elevated body and rectal temperatures, pulse, and respiratory rates, followed by the Red Sokoto and Sahel breeds. Morphologically, WAD goats had the smallest body size, whereas Red Sokoto goats were the largest. Fur diameter was inversely related to heat tolerance, with Sahel goats possessing the finest fur and better thermoregulation.
These findings highlight the genetic diversity in heat stress adaptation among Nigerian goat breeds, with implications for selective breeding programs to enhance heat resilience. The study contributes to understanding how local breeds can be optimized for sustainable livestock production in increasingly warmer climates.
DOI: 10.17632/5vh49c2t6w
title: Correction for calcium interference in the 40Ar/39Ar dating method

description: Detail analytical results for "Correction for calcium interference in the 40Ar/39Ar dating method"
DOI: 10.17632/zk656jtf4x
title: Implications of Lipoprotein (a) [Lp(a)] gene polymorphic sequence variations in VTE

description: Venous thromboembolism (VTE) is a common disease that involves key genetic element of risk. Potential relationship of Lp (a) gene 93C&gt;T and 121G&gt;A polymorphic sequence variations and its protein expression was analyzed between VTE cases and healthy controls.
The present study enrolled 101 VTE cases and frequency matched age and gender 110 healthy controls. Genotyping was done using PCR-RFLP and the protein expression of lipoprotein (a) was estimated by ELISA. 
Heterozygous genotype ‘GA’ of Lp (a) +121 G&gt;A was significantly more prevalent in controls than VTE cases (OR= 0.41, p=0.002). Also, a significant protective role against VTE risk was observed for combined variant genotype GA+AA whose frequency in controls was significantly higher 64.5% versus 44.6% in cases (OR= 0.44, p=0.003). LP (a) +121 G&gt;A variant genotypes (GA+AA) was significantly found more in controls for males, smokers and subjects with BMI &lt;25 than VTE cases (p&lt;0.05). Significant difference in mean serum Lp(a) levels between VTE cases estimated as 36.41 mg/dl as compared to 32.00 mg/dl in controls (p&lt;0.05). Also significant difference was found in the mean LP (a) levels between cases and controls for 30-70mg/dl (p&lt;0.05).
Our study conclude the inverse role of Lp(a) polymorphic variation +121 G&gt;A in the pathogenesis of VTE. Further results support the relevance of serum lipoprotein (a) levels in the pathogenesis of VTE and its probability to serve as an indicative marker for VTE.
DOI: 10.17632/4ddz4b4p5d
title: Classification data for whisking sounds experiment

description: This dataset contains the results and data used to train a random forest classification model for the identification of experimental conditions based on neuronal data and the recorded sound. This was done as part of the following experiment in the Ph.D. thesis work of B. Efron. We examined if AC neurons encode the sound generated when mice whisk against different objects. Therefore, we recorded neuronal activity (from well-isolated units as well as MUA without discriminating based on spike waveform) from AC of head-fixed mice (n = 5), running on a rotating treadmill, allowing their whiskers to make contact with aluminum foil, attenuated foil, and no object. To diminish the potential confounding involvement of the somatosensory system in the activation of neurons in the AC upon whisking against objects, we severed the mouse's infraorbital nerve (ION), which conveys tactile sensations from the whisker pad and cheek. To discern if changes in firing rates were due to motor commands, we compared neuronal activity elicited by aluminum foil to that of attenuated foil, where the major difference between these two objects is the sound that is produced upon whisking. The motor switched between objects (aluminum, attenuated, and no object) at fixed intervals, moving them toward the whiskers, and whisking behavior was monitored with a high-speed camera. To explore the possibility that neurons in AC collectively encode whisking states and object identity, we applied a non-linear classification model. More specifically, we sought to determine if we could train a model to decode these different conditions from the neuronal population activity of AC neurons. 
We employed random forest classifiers based on neuronal activity and analyzed the interplay between object types, whisking states, and neuronal activity. 
We trained the classifier on 80% of the data, while the remaining 20% were used for testing. Data was binned into an 800 ms bin sliding window with 400 ms steps. 
The files contain the results from the classification model and the data used to train and test the model. There are two types of models: one based on the neuronal data and the other based on extracted features from ultrasonic sound recordings. In each .mat file, there is a main model and a sub-model structure. The main model was trained on data from whisking epochs with the three objects and the data from no whisking times (across all objects). The sub-model was trained only on data from the no-whisking times and classified the three objects. There is one file for each type of model (FR and sound features) for each mouse and another file with the pooled data from all mice only for the sound-based classifier. The folder 'Data for model' contains the data files and the code to run the model; some minor adjustments to the code are needed, specifically with the path to save the results. The model was run on an HPC system.
DOI: 10.15468/dl.snz7pb
title: Occurrence Download

description: A dataset containing 1768 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "Month is February",
 "TaxonKey is Fungi"
 ]
}

 The dataset includes 1768 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007153-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/svrvkfbnkr
title: Fiscal data for Japan

description: The data consists of three variables: tax revenues, government expenditure and GDP of Japan over the 1960-2016 period. The revenue variable is defined as the total tax revenues, including direct and indirect taxes, less social security contributions. The expenditure variable is defined as the total government expenditure less net interest payments. All these variables are expressed in logarithm, per capita, and real terms. The data was collected from OECD’s Economic Outlook Projections database.
DOI: 10.17632/wfn8z3pvhv
title: Data for: Identification of plastic toys contaminated with volatile organic compounds using QCM gas sensor array

description: Experimental data obtained from the gas sensor array with eight QCM sensors containing different sorbents. Samples are children plastic toys. Reference results of qualitative analysis by GC MS are also presented.
DOI: 10.17632/wby6gkyfft
title: Sectional-line-and-landmark-based 3D facial analysis

description: Sectional-line-and-landmark-based 3D facial analysis reproduced with permission (Tanikawa C, Zere E, Takada K. Sexual dimorphism in the facial morphology of adult humans: A three-dimensional analysis. HOMO. 2016;67: 23-49. doi: 10.1016/j.jchb.2015.10.001).
DOI: 10.17632/52dwhgfbjg
title: Metcalf ISCIENCE-D-23-07458R1_AGD1724_forward

description: Glia are the protectors of the nervous system, providing neurons with support and protection from cytotoxic insults. We previously discovered that four astrocyte-like glia can regulate organismal proteostasis and longevity in C. elegans. Expression of the UPRER transcription factor, XBP-1s, in these glia increases stress resistance, longevity, and activates the UPRER in intestinal cells via neuropeptides. Autophagy, a key regulator of metabolism and aging, has been described as a cell autonomous process. Surprisingly, we find that glial XBP-1s enhances proteostasis and longevity by cell non-autonomously reprogramming organismal lipid metabolism and activating autophagy. Glial XBP-1s regulates the activation of another transcription factor, HLH-30/TFEB, in the intestine. HLH-30 activates intestinal autophagy, increases intestinal lipid catabolism, and upregulates a robust transcriptional program. Our study reveals a novel role for glia in regulating peripheral lipid metabolism, autophagy, and organellar health through peripheral activation of HLH-30 and autophagy”
DOI: 10.17632/m52ndyj5kt
title: Incidence of non-suicidal self-harm among hospitalized adolescent girls: a prospective cohort study. Data for Year 2.

description: Excel tables in Russian used to analyze the study presented in the article:
"Incidence of non-suicidal self-harm among hospitalized adolescent girls: a prospective cohort study."
A total of 1901 patients were included in the study over 2 years: 893 in the first year and 1008 in the second year of observation. This dataset presents the results for year 2 (09/01/2023-08/30/2024).
In this study, the analysis was carried out taking into account key variables that could influence the baseline results.
1. Sociodemographic data:
• Age, gender, place of residence, parenthood status (biological parents or guardianship).
Data source: medical records, medical information system data, results of examinations by doctors (head of department, psychiatrist).
2. Clinical data:
• Diagnoses according to the ICD-10 classification.
• Repeat hospitalization.
Data source: medical documentation, data from the medical information system, results of examinations by doctors (head of department, psychiatrist).
3. Data on aggressive and autoaggressive behavior:
• Presence of episodes of aggression, autoaggression, suicidal behavior.
• Information on referral for examination to determine the disability group.
Data source: medical documentation, data from the medical information system, results of examinations by doctors (head of department, psychiatrist).
DOI: 10.17632/m53fzknx7p
title: A Bibliometric Exploration of Rule of Law and Corruption Trends

description: This bibliometric analysis examines the evolving research landscape on the rule of law and corruption from 2010 to 2023, drawing on 809 documents from the Scopus database.
DOI: 10.17632/t24h6pchmv
title: Supplemental_tables_Abel_Casanova

description: Supplementary tables for the perspective “Human determinants of age-dependent patterns of death from infection » by L. Abel and J.L. Casanova. Those supplementary tables provide the raw mortality data used for Figures 1 to 4.
DOI: 10.17632/s3fbss4cz5
title: LDHU3_20.1750

description: Coatomer beta subunit
Leishmania donovani (HU3 strain)
DOI: 10.6084/m9.figshare.28327535
title: The code used to extract datasets from the CMIP6-VN (10km)

description: The code used to extract datasets from the CMIP6-VN (10km)
DOI: 10.17632/pfkbjvjvsc
title: DFT data, Salting-out effect of quaternary alkylammonium cations on protein solubility derived from the excluded-volume and hydrophobicity of cations

description: DFT data for this study was calculated using the Becke three-parameter Lee–Yang–Parr (B3LYP) functional implemented in the Gaussian 16 Program package.
DOI: 10.17632/rf9sf6bfbv
title: Oh Daddy where art thou? Stallion presence affects foals’ behaviour differently for colts and fillies

description: Whole dataset used for publication: Oh daddy, where art thou? Stallion presence affects foals’ behaviour differently for colts and fillies.
DOI: 10.15468/dl.wr8c3v
title: Occurrence Download

description: A dataset containing 90094 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-180 -23.436,180 -23.436,180 23.436,-180 23.436,-180 -23.436))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Blattodea"
 ]
}

 The dataset includes 90094 records from 285 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007155-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/hcgjnsw44k
title: R. Fukuda WB raw data_iScience

description: Raw Western Blotting data for submission to iScience. added 2024/11/24
DOI: 10.17632/jr44dn4r2t
title: Data on the Wearable Energy Storage Devices for Grassroots Soccer Players: Tracking and Performance Analysis

description: Dadatatt
DOI: 10.17632/svdm7zcxfn
title: PhD_thesis_scripts

description: This are the scripts used to analise data during my PhD thesis
DOI: 10.17632/pnyjrd93s7
title: Consequences of eye movements for spatial selectivity

description: This repository contains data associated with the paper, "Consequences of eye movements for spatial selectivity".
DOI: 10.15468/dl.wnprqr
title: Occurrence Download

description: A dataset containing 511798 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-180 -23.436,180 -23.436,180 23.436,-180 23.436,-180 -23.436))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Araneae"
 ]
}

 The dataset includes 511798 records from 726 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007154-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.26539129
title: Coding schemes in neural networks learning classification tasks (Code and Sampled Weights)

description: Code and sampled weights for "Coding schemes in neural networks learning classification tasks".
DOI: 10.6084/m9.figshare.26539129.v1
title: Coding schemes in neural networks learning classification tasks (Code and Sampled Weights)

description: Code and sampled weights for "Coding schemes in neural networks learning classification tasks".
DOI: 10.15468/dl.h6a4xx
title: Occurrence Download

description: A dataset containing 347 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Melanosuchus Gray, 1862"
 ]
}

 The dataset includes 347 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000539-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.84ol1c
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-70.38391 -18.34167,-70.74097 -23.08228,-70.8728 -26.79565,-68.28003 -26.94946,-68.03833 -24.31274,-67.35718 -24.11499,-67.04956 -22.8186,-67.8186 -22.88452,-69.41162 -17.20459,-70.38391 -18.34167))",
 "HasCoordinate is true",
 "TaxonKey is Chuquiraga kuschelii Acevedo",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007123-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rpxwz9
title: Occurrence Download

description: A dataset containing 125383 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bombus terrestris (Linnaeus, 1758))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Observation, Specimen)",
 "Year is greater than 1945"
 ]
}

 The dataset includes 125383 records from 539 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0278400-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m69wen
title: Occurrence Download

description: A dataset containing 13222 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arabidopsis lyrata (L.) O'Kane & Al-Shehbaz"
 ]
}

 The dataset includes 13222 records from 306 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020682-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wttm78
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arenaria serpyllifolia Bourg.",
 "MediaType is Image",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000554-210914110416597/datasets/export for details.
DOI: 10.15468/dl.2hch7k
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-71.63635 -32.32178,-72.20764 -34.66187,-69.88953 -34.83765,-69.6698 -32.28882,-71.63635 -32.32178))",
 "HasCoordinate is true",
 "TaxonKey is Porlieria chilensis I.M.Johnst.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 13 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007159-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u53qvs
title: Occurrence Download

description: A dataset containing 289 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Hyloxalus bocagei Jiménez de la Espada, 1870"
 ]
}

 The dataset includes 289 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020681-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ehmrjg
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Encyclia asperula Dressler & G.E.Pollard"
 ]
}

 The dataset includes 36 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0156942-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cthnzy
title: Occurrence Download

description: A dataset containing 532052 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "GadmGid is GBR.3_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is CC0 1.0",
 "OccurrenceStatus is Present",
 {
 "or" : [
 "TaxonKey is Animalia",
 "TaxonKey is Chordata"
 ]
 },
 "Year 2018-2021"
 ]
}

 The dataset includes 532052 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0290054-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mps6nz
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dichaea retroflexa Kraenzl."
 ]
}

 The dataset includes 9 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0156941-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.