cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/ffh4ydkk56.1
title: 3Workers' Gaze dynamics in precision machining work process

description: Data Description
Participants and Skill Levels

The dataset includes performance data from three operators with distinct skill levels:
jss (Level 1) – Less than 1 year of experience
lhj (Level 2) – Approximately 2 years of experience
smc (Level 3) – More than 10 years of experience
Task Description

All operators performed a standardized precision machining task involving handwork processes.
The task was conducted under controlled conditions to minimize external variables and ensure consistency across trials.
Data Collection Method

Data was collected using Tobii Glasses 3 (eye-tracking device).
The device provided detailed gaze and head movement data, which were used to assess visual attention, focus, and cognitive workload during the task.
Data was preprocessed to remove noise and irrelevant artifacts, ensuring high-quality input for analysis.

Notable Findings
✅ Performance Differences by Skill Level
More experienced operators (smc) demonstrated higher accuracy, better consistency, and shorter completion times compared to less experienced operators.
Novice operators (jss) showed more variability in gaze patterns and hand movements, suggesting higher cognitive load and less automation in task execution.

✅ Visual Attention Patterns
Expert operators (smc) displayed more focused and predictable gaze patterns, indicating better situational awareness and motor control.
Novice operators exhibited more scattered gaze patterns, reflecting increased difficulty in maintaining focus and task execution efficiency.

✅ Learning Curve and Task Adaptation
How to Interpret and Use the Data
This dataset can be used to develop predictive models for operator performance based on eye-tracking and task execution patterns.
The data provides insights into how skill acquisition influences task efficiency, which can be applied to training program design and workflow optimization.
Comparative analysis of gaze patterns and hand movement consistency can help identify key behavioral markers of expertise in precision machining.
The findings can also support ergonomic improvements and process standardization to reduce errors and improve operator performance.
DOI: 10.17632/ffh4ydkk56.4
title: Workers Gaze dynamics in precision machining work process

description: Data Description
Participants and Skill Levels

The dataset includes performance data from three operators with distinct skill levels:
jss (Level 1) – Less than 1 year of experience
lhj (Level 2) – Approximately 2 years of experience
smc (Level 3) – More than 10 years of experience
Task Description

All operators performed a standardized precision machining task involving handwork processes.
The task was conducted under controlled conditions to minimize external variables and ensure consistency across trials.
Data Collection Method

Data was collected using Tobii Glasses 3 (eye-tracking device).
The device provided detailed gaze and head movement data, which were used to assess visual attention, focus, and cognitive workload during the task.
Data was preprocessed to remove noise and irrelevant artifacts, ensuring high-quality input for analysis.

Notable Findings
✅ Performance Differences by Skill Level
More experienced operators (smc) demonstrated higher accuracy, better consistency, and shorter completion times compared to less experienced operators.
Novice operators (jss) showed more variability in gaze patterns and hand movements, suggesting higher cognitive load and less automation in task execution.

✅ Visual Attention Patterns
Expert operators (smc) displayed more focused and predictable gaze patterns, indicating better situational awareness and motor control.
Novice operators exhibited more scattered gaze patterns, reflecting increased difficulty in maintaining focus and task execution efficiency.

✅ Learning Curve and Task Adaptation
How to Interpret and Use the Data
This dataset can be used to develop predictive models for operator performance based on eye-tracking and task execution patterns.
The data provides insights into how skill acquisition influences task efficiency, which can be applied to training program design and workflow optimization.
Comparative analysis of gaze patterns and hand movement consistency can help identify key behavioral markers of expertise in precision machining.
The findings can also support ergonomic improvements and process standardization to reduce errors and improve operator performance.
DOI: 10.17632/ffh4ydkk56.5
title: Workers Gaze dynamics in precision machining work process

description: Data Description
Participants and Skill Levels

The dataset includes performance data from three operators with distinct skill levels:
jss (Level 1) – Less than 1 year of experience
lhj (Level 2) – Approximately 2 years of experience
smc (Level 3) – More than 10 years of experience
Task Description

All operators performed a standardized precision machining task involving handwork processes.
The task was conducted under controlled conditions to minimize external variables and ensure consistency across trials.
Data Collection Method

Data was collected using Tobii Glasses 3 (eye-tracking device).
The device provided detailed gaze and head movement data, which were used to assess visual attention, focus, and cognitive workload during the task.
Data was preprocessed to remove noise and irrelevant artifacts, ensuring high-quality input for analysis.

Notable Findings
✅ Performance Differences by Skill Level
More experienced operators (smc) demonstrated higher accuracy, better consistency, and shorter completion times compared to less experienced operators.
Novice operators (jss) showed more variability in gaze patterns and hand movements, suggesting higher cognitive load and less automation in task execution.

✅ Visual Attention Patterns
Expert operators (smc) displayed more focused and predictable gaze patterns, indicating better situational awareness and motor control.
Novice operators exhibited more scattered gaze patterns, reflecting increased difficulty in maintaining focus and task execution efficiency.

✅ Learning Curve and Task Adaptation
How to Interpret and Use the Data
This dataset can be used to develop predictive models for operator performance based on eye-tracking and task execution patterns.
The data provides insights into how skill acquisition influences task efficiency, which can be applied to training program design and workflow optimization.
Comparative analysis of gaze patterns and hand movement consistency can help identify key behavioral markers of expertise in precision machining.
The findings can also support ergonomic improvements and process standardization to reduce errors and improve operator performance.
DOI: 10.17632/cgpg2nd7fz.1
title: Supplementary data for the article “Enhanced volcanic and hydrothermal activities at 6°N on the Carlsberg Ridge: Response to sea-level change”

description: Additional Data Table S1: Oxygen isotope and radiocarbon data
Additional Data Table S2: Major and trace geochemical results 
Additional Data Table S3: Correlation matrices for metal flux time series
Additional Data Table S4: Magnetic susceptibility data
DOI: 10.17632/cgpg2nd7fz.2
title: Supplementary data for the article “Enhanced volcanic and hydrothermal activities at 6°N on the Carlsberg Ridge: Response to sea-level change”

description: Additional Data Table S1: Oxygen isotope and radiocarbon data
Additional Data Table S2: Major and trace geochemical results 
Additional Data Table S3: Correlation matrices for metal flux time series
Additional Data Table S4: Magnetic susceptibility data
DOI: 10.15468/dl.unuuha
title: Occurrence Download

description: A dataset containing 323 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((-69.86549 -34.29331,-69.53781 -34.29331,-69.53781 -34.05895,-69.86549 -34.05895,-69.86549 -34.29331))",
 "HasGeospatialIssue is false",
 "PublishingCountry is Argentina"
 ]
}

 The dataset includes 323 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026903-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.289d9v
title: Occurrence Download

description: A dataset containing 18448 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((-69.32175 -32.77484,-68.33037 -32.77484,-68.33037 -31.8856,-69.32175 -31.8856,-69.32175 -32.77484))",
 "HasGeospatialIssue is false",
 "PublishingCountry is Argentina"
 ]
}

 The dataset includes 18448 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026904-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/kc64gxd8r3.1
title: Dissecting the mechanism of NOP56 GGCCUG repeat-associated non-AUG translation using cell-free translation systems.

description: Raw data
DOI: 10.17632/vc842jcsyp.1
title: Don't Judge a Food by Its Package: Greenwashing Alters Health Perceptions

description: Past research has shown that “greenwashed” package designs promote the belief that a product is environmentally friendly. The present investigation tested whether greenwashing influences the perceived health benefits of food items. In each condition, participants completed a computer-based survey in which they were shown an image of each of the six food items and asked to indicate how healthy they perceived the food product to be (1 = extremely unhealthy; 7 = extremely healthy). Once they completed these ratings, as essentially a manipulation check, participants responded to the same food items but were now asked to rate how environmentally friendly they perceived the product to be (1 = not environmentally friendly at all; 7 = extremely environmentally friendly). In Study 1 (N = 84), participants generally perceived greenwashed foods to be healthier than did participants evaluating comparable foods in conventional packages. Study 2 (N = 76) additionally compared the impact of a label indicating “organic.” Results showed that for food items generally perceived as healthier, both greenwashed and organic products were rated as significantly healthier than conventionally labeled food products; for foods perceived as less healthy, only the greenwashed items were considered to be healthier, whereas for items generally considered to be unhealthy, package labeling did not exert a significant effect on health perceptions.
DOI: 10.15468/dl.6f7ge6
title: Occurrence Download

description: A dataset listing the 281 species recorded in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Digitalización y Sistematización de las Colecciones Biológicas Nacionales del Instituto de Biología, UNAM (vertebrados)",
 "OccurrenceStatus is Present",
 "PublishingOrg is ff90b050-c256-11db-b71b-b8a03c50a862",
 "TaxonKey is Amphibia"
 ]
}

 The dataset's 281 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026894-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/9zf89cpnh3.1
title: Modulatory effects of metformin and moderate-intensity aerobic exercise on skeletal muscle metabolism in patients with prediabetes

description: Data Availability of "Modulatory effects of metformin and moderate-intensity aerobic exercise on skeletal muscle metabolism in patients with prediabetes"
DOI: 10.17632/9zf89cpnh3.2
title: Modulatory effects of metformin and moderate-intensity aerobic exercise on skeletal muscle metabolism in patients with prediabetes

description: Data Availability of "Modulatory effects of metformin and moderate-intensity aerobic exercise on skeletal muscle metabolism in patients with prediabetes"
DOI: 10.17632/9zf89cpnh3.3
title: Modulatory effects of metformin and moderate-intensity aerobic exercise on skeletal muscle metabolism in patients with prediabetes

description: Data Availability of "Modulatory effects of metformin and moderate-intensity aerobic exercise on skeletal muscle metabolism in patients with prediabetes"
DOI: 10.17632/9zf89cpnh3.4
title: Effects of Metformin and Aerobic Exercise Alone and in Combination on Skeletal Muscle Metabolism in Pre-Diabetes: A Quantitative MRI Randomized Controlled Trial

description: Data Availability of "Effects of Metformin and Aerobic Exercise Alone and in Combination on Skeletal Muscle Metabolism in Pre-Diabetes: A Quantitative MRI Randomized Controlled Trial"
DOI: 10.17632/9zf89cpnh3.5
title: Multimodal MRI Assessment of Metformin and Exercise Effects on Skeletal Muscle in Prediabetes: A Randomized Controlled Trial

description: Data Availability of "Effects of Metformin and Aerobic Exercise Alone and in Combination on Skeletal Muscle Metabolism in Pre-Diabetes: A Quantitative MRI Randomized Controlled Trial"
DOI: 10.17632/9k9jccxkb7.1
title: Data for: Quantile estimation in rainfall frequency analysis with Log-logistic distribution using pivotal quantities: Method, effect, and application

description: The rainfall data involved in the application section.
DOI: 10.17632/c74wj8vydd
title: MD-Fe3C/α′C interfaces -V2

description: MD-Fe3C/α′C interfaces
DOI: 10.17632/c74wj8vydd.1
title: MD-Fe3C/α′C interfaces -V2

description: MD-Fe3C/α′C interfaces
DOI: 10.17632/2m6wk3s245.1
title: 基于异养-硫自养反硝化生物滞留池 脱氮效果与微生物机理-测序结果

description: 文件中包括论文中的微生物门属分析、Alpha多样性分析、Beta多样性分析
DOI: 10.17632/cpfky5bygm.1
title: Impact of Foreign Institutional Investor (FII) Flows on Indian Stock Market Dynamics: A Time-Varying Parameter Analysis

description: This study examines the time-varying impact of Foreign Institutional Investor (FII) flows on the Indian stock market (Nifty 50) from 2000 to 2024, using Time-Varying Parameter (TVP) models, including TVP regression, TVP-VAR, and TVP-GARCH. Findings reveal that FII flows significantly influence returns and volatility, with stronger effects during bullish phases and crises amplifying volatility via outflows. Macroeconomic factors (e.g., exchange rates, S&P 500) mediate these dynamics, with structural breaks identified during major events (e.g., 2008 crisis, 2020 COVID-19). The study underscores the need for adaptive regulations to manage FII-driven volatility, offering policy insights for enhancing market resilience.
DOI: 10.17632/drznt4d6r8.1
title: Data: Return and volatility linkages between global bond funds and commodities: Evidence across time horizons and market regimes

description: ㅇㅁㅅㅁ ㅐㄹ 히ㅐㅠ미 ㅠㅐㅜㅇ 려ㅜㅇㄴ
DOI: 10.15468/dl.anhdsy
title: Occurrence Download

description: A dataset containing 4460 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((-68.49414 -33.00979,-67.42807 -33.00979,-67.42807 -32.28165,-68.49414 -32.28165,-68.49414 -33.00979))",
 "HasGeospatialIssue is false",
 "PublishingCountry is Argentina"
 ]
}

 The dataset includes 4460 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026906-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/zrknt5bkxm
title: Research data

description: This study investigates the effects of varying concentrations of lead (Pb) and polyethylene (PE) microplastics of different particle sizes on soil microbial communities, heavy metal accumulation in plants, and soil pH.
DOI: 10.17632/zrknt5bkxm.1
title: Research data

description: This study investigates the effects of varying concentrations of lead (Pb) and polyethylene (PE) microplastics of different particle sizes on soil microbial communities, heavy metal accumulation in plants, and soil pH.
DOI: 10.15468/dl.3w6r5m
title: Occurrence Download

description: A dataset containing 7322 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((-69.31546 -32.72438,-68.9018 -32.72438,-68.9018 -32.36357,-69.31546 -32.36357,-69.31546 -32.72438))",
 "HasGeospatialIssue is false",
 "PublishingCountry is Argentina"
 ]
}

 The dataset includes 7322 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026905-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/sbwjykc7kb.1
title: CRT trichometric supplementary documents

description: All patients who completed six monthly CRT sessions between 2023 and 2024 were included in this retrospective analysis, comprising fourteen individuals (aged 20–56 years; 13 males, 1 female) diagnosed with Norwood-Hamilton type III–IV androgenetic alopecia (AGA). All patients had previously demonstrated inadequate clinical response to topical 5% minoxidil. Hair density (terminal hair count per cm2) and hair thickness (cumulative terminal hair width, µm/cm2) were quantitatively assessed using artificial intelligence trichoscopy in the frontal (10 cm from glabella), mid (15 cm from glabella), and vertex (20 cm from glabella) scalp regions before and one month after the treatment protocol.
DOI: 10.17632/grycd2yrm4.1
title: LINF_170020500

description: Ubiquitin-like domain-containing protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/36nd6bsph4.1
title: LINF_170020400

description: Methyltransferase-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.6084/m9.figshare.29042444
title: Relatório 2022/16118-0 (Júlia de Moura Bernardi)

description: Dados referentes à Dissertação da discente Júlia de Moura Bernardi, referentes ao Processo FAPESP 2022/16118-0.
DOI: 10.17632/hxzk4c86vp
title: LINF_170020000

description: 2Fe-2S ferredoxin-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/hxzk4c86vp.1
title: LINF_170020000

description: 2Fe-2S ferredoxin-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/h6ds7c7rxt.1
title: LINF_170019300

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.7910/dvn/k3i9j2
title: Replication Data for "Historical Family Types and Female Political Representation: Persistence and Change"

description: This replication package includes all necessary data and scripts to reproduce statistical results in the main article and online appendix of "Historical Family Types and Female Political Representation: Persistence and Change."
DOI: 10.17632/z3fygh5wts.1
title: LINF_170018800

description: 5'-3' exoribonuclease-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/7hxjz59cwb
title: LINF_170018700

description: WW domain-containing protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/7hxjz59cwb.1
title: LINF_170018700

description: WW domain-containing protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/ms8d7svf8n.1
title: COMSOL models and simulation videos for elastic waves for damage detection in fiber/polymer composites

description: This study investigates the 3D propagation of elastic waves in a multi-layer carbon fiber reinforced polymer (CFRP) composite plate using finite element analysis (FEA) in COMSOL. Elastic wave propagation is analyzed using Fourier-based frequency-wavenumber domain filtering. Wavefields are usually a component of the velocity or displacement at the top surface of the composite, and they contain detailed information about the guided waves. Reflections from edges and wave scattering from defects can be readily identified. Applying Fourier-based techniques to the wavefields and probe time signals can reveal the state of the composite, making it possible to distinguish between a pristine composite laminate and a composite laminate with defects. 2D and 3D Fourier-based frequency-wavenumber domain filtering can separate the wave into different modes, using which the delamination zones can be located. All COMSOL models are open access to support further study on the topic.
DOI: 10.17632/gjnw4bs9th.1
title: LINF_170018400

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/vwfdn884n2
title: Supplementary material and supplementary table 1 for the manuscript "Geographic Patterns of Melanoma Discordant Incidence-Mortality Patterns: A State-Level Trend and Spatial Analysis"

description: Supplemental Material.docx: This doc includes the details about data sources and software parameter to the manuscript.
Supplementary Table 1.xlsx: This is the supplementary Table 1 for the manuscript, including the original discordant incidence-mortality (DIM) metrics at 2001 and 2019, AAPCs and their 95% confidence intervals, and the p values associated with AAPCs.
DOI: 10.17632/vwfdn884n2.1
title: Supplementary material and supplementary table 1 for the manuscript "Geographic Patterns of Melanoma Discordant Incidence-Mortality Patterns: A State-Level Trend and Spatial Analysis"

description: Supplemental Material.docx: This doc includes the details about data sources and software parameter to the manuscript.
Supplementary Table 1.xlsx: This is the supplementary Table 1 for the manuscript, including the original discordant incidence-mortality (DIM) metrics at 2001 and 2019, AAPCs and their 95% confidence intervals, and the p values associated with AAPCs.
DOI: 10.7274/28719470
title: Varieties of Democracy (V-Dem) Data — v.15 (2025)
DOI: 10.15468/dl.8qfuku
title: Occurrence Download

description: A dataset containing 421 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((27.83763 48.23497,55.51464 48.23497,55.51464 59.29321,27.83763 59.29321,27.83763 48.23497))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Artemisia sieversiana Ehrh. ex Willd."
 ]
}

 The dataset includes 421 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026907-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.