cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30192727
title: Optimizing the Smoothness and Thickness Uniformity of Thin-Film Parylene-N Vapor-Deposited Coatings for Inertial Confinement Fusion Experiments

description: Polymer coatings with submicrometer smoothness and constant thickness are a required component in a variety of inertial confinement fusion experiments. Smoothness is important for minimizing Rayleigh-Taylor-driven hydrodynamic instabilities, and uniform thickness is important for uniform shock propagation and shell convergence, both of which are critical phenomena that affect the experiment. The preferred polymer coating method is to vapor deposit the parylene-N polymer because it provides nominally smooth conformal coatings. As the coating thickness exceeds 5 µm, however, dome-shaped nodular growth defects develop and the thickness will vary by up to 17% over a distance of 3 cm. This study presents a deterministic method for achieving uniform film thicknesses with ±2% variability over 3 cm and a predictive method to control the thickness to within 5% of the desired value. A coating smoothness of ∼50 nm rms, measured over 40 000 µm<sup>2</sup>, was achieved by adding additional surfaces near the substrates. This additional area improved the thickness uniformity, an effect that is attributed to the low sticking coefficient of the parylene monomer.
DOI: 10.6084/m9.figshare.30192727.v1
title: Optimizing the Smoothness and Thickness Uniformity of Thin-Film Parylene-N Vapor-Deposited Coatings for Inertial Confinement Fusion Experiments

description: Polymer coatings with submicrometer smoothness and constant thickness are a required component in a variety of inertial confinement fusion experiments. Smoothness is important for minimizing Rayleigh-Taylor-driven hydrodynamic instabilities, and uniform thickness is important for uniform shock propagation and shell convergence, both of which are critical phenomena that affect the experiment. The preferred polymer coating method is to vapor deposit the parylene-N polymer because it provides nominally smooth conformal coatings. As the coating thickness exceeds 5 µm, however, dome-shaped nodular growth defects develop and the thickness will vary by up to 17% over a distance of 3 cm. This study presents a deterministic method for achieving uniform film thicknesses with ±2% variability over 3 cm and a predictive method to control the thickness to within 5% of the desired value. A coating smoothness of ∼50 nm rms, measured over 40 000 µm<sup>2</sup>, was achieved by adding additional surfaces near the substrates. This additional area improved the thickness uniformity, an effect that is attributed to the low sticking coefficient of the parylene monomer.
DOI: 10.15468/dl.vxsyf6
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polycnemum arvense",
 "Country is Latvia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009819-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.spnkza
title: Occurrence Download

description: A dataset containing 2928 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Continent is North America",
 "Country is one of (Mexico, United States of America, Canada)",
 "DatasetKey is one of (iNaturalist Research-grade Observations, Digitalización y Sistematización de las Colecciones Biológicas Nacionales del Instituto de Biología, UNAM (vertebrados), SDNHM Mammology Collection, Base de datos de mamíferos de México depositados en colecciones de Estados Unidos y Canadá)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "PublishingOrg is one of (28eb1a3f-1c15-4a95-931a-4af90ecb574d, 8a471700-4ce8-11db-b80e-b8a03c50a862, ff90b050-c256-11db-b71b-b8a03c50a862)",
 "TaxonKey is Oryctolagus cuniculus"
 ]
}

 The dataset includes 2928 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009820-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xguxqr
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polycnemum arvense",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 19 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009821-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/6sp3sy9kyf
title: Cross-species interactome analysis uncovers a conserved selective autophagy mechanism for protein quality control in plants

description: Data S1-supplemental figures, tables and datasets & PDB validation report
DOI: 10.17632/6sp3sy9kyf.1
title: Cross-species interactome analysis uncovers a conserved selective autophagy mechanism for protein quality control in plants

description: Data S1-supplemental figures, tables and datasets & PDB validation report
DOI: 10.15468/dl.759ukd
title: Occurrence Download

description: A dataset containing 2928 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Continent is North America",
 "Country is one of (Mexico, United States of America, Canada)",
 "DatasetKey is one of (iNaturalist Research-grade Observations, Digitalización y Sistematización de las Colecciones Biológicas Nacionales del Instituto de Biología, UNAM (vertebrados), SDNHM Mammology Collection, Base de datos de mamíferos de México depositados en colecciones de Estados Unidos y Canadá)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "PublishingOrg is one of (28eb1a3f-1c15-4a95-931a-4af90ecb574d, 8a471700-4ce8-11db-b80e-b8a03c50a862, ff90b050-c256-11db-b71b-b8a03c50a862)",
 "TaxonKey is Oryctolagus cuniculus"
 ]
}

 The dataset includes 2928 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009822-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2ht8zl
title: CCDC 2318210: Experimental Crystal Structure Determination

description: Related Article: Fengqian Liu, Guoqin Wang, Shasha Wang, Zhengbing Zhang, Dan Yang, Pan Han, Linhai Jing|2025|Org.Lett.|27|10371|doi:10.1021/acs.orglett.5c03180
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.17632/wyhz3nc7mm
title: Phage SSB detection by retron Eco8 msDNA unleashes nuclease-mediated immunity. Chengzhi Yu and Chen Wang et al

description: Raw imaging files for Figure 4F and Figure S4F.
DOI: 10.17632/wyhz3nc7mm.1
title: Phage SSB detection by retron Eco8 msDNA unleashes nuclease-mediated immunity. Chengzhi Yu and Chen Wang et al

description: Raw imaging files for Figure 4F and Figure S4F.
DOI: 10.15468/dl.wwd4a8
title: Occurrence Download

description: A dataset containing 744804 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "HasCoordinate is true",
 "Year is 1977"
 ]
}

 The dataset includes 744804 records from 317 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009718-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17909/v2y7-j922
title: GLIMPSE-D spectra

description: A JWST/NIRSpec G395M survey of 338 high-redshift galaxies.
DOI: 10.17632/kpj9gcnsz2.4
title: Java Application to Design, Develop and Execute Preventative Tests Based on Synthetic App Monitoring Outcome and GenAI

description: Software development is characterized by quick innovations, intricate designs, and changing customer requirements. Preventative testing finds and fixes flaws early in the development process, acting as a proactive approach to guarantee that software products fulfill quality requirements. Development teams may improve the user experience by drastically lowering the probability of faults making it into production by putting in place a strong preventive testing architecture.
Preventative testing's capacity to find security holes and vulnerabilities in software programmes is one of its main advantages. Integrating security-focused preventive testing contributes to the overall integrity of digital ecosystems by protecting sensitive data and ensuring that software systems are resilient to possible breaches in the face of growing cyber threats.
Cost-effectiveness is another crucial facet of preventative testing. Early detection and resolution of defects during the development phase lead to substantial cost savings compared to addressing issues post-deployment. By minimizing the need for emergency fixes and updates, preventative testing supports efficient resource allocation and reduces the economic burden associated with software maintenance.
Preventative testing is also essential to keeping project deadlines and delivery dates on track. Early problem-solving and identification throughout the development life cycle helps teams better stick to project schedules, which guarantees on-time product delivery and satisfied customers.
Preventative testing strategies, which incorporate automated testing, continuous integration, and other cutting-edge techniques, grow along with the complexity of software systems. Development teams may produce high-quality software more quickly, detect any bottlenecks, and optimize their testing procedures by using these breakthroughs.
The application jar included with this data collection offers the preventative test solutions based on synthetic app monitoring outcome, code coverage information, performing browser synthetic app monitoring and provide valuable recommendation based on gen AI. Providing a platform that will function as an engine and offer preventative tests to identify errors early in the software development life cycle is the main problem statement driving this approach. This is done with the understanding that no further time will be spent on the procedure because the primary reason for not doing the preventive test is a time crisis. In addition to saving your time, parallel testing ensures that you receive the highest amount of test coverage. Preventative testing based on synthetic app monitoring gives you the ability to answer to support tickets with the greatest amount of ground testing before issues are reported.
Please do visit our github repo for more updated code and artifacts on https://github.com/sohambpatel/PreventativeTests
DOI: 10.17632/vfbrywfrys
title: Dietary Fat and Fiber Energy Density and Cancer in NHANES 2021–2022: Parallel Survey-Weighted and Bayesian Estimates

description: ABSTRACT
Background Diet–cancer links are often modest and design-sensitive. We evaluated energy-density metrics for fiber and total fat under two parallel frameworks (survey-weighted and Bayesian), with mutual adjustment, and quantified method agreement.
Methods NHANES 2021–2022 adults; outcomes were self-reported any cancer and site-specific (breast, prostate, colorectal). Exposures were 2-day mean energy density (g/1000 kcal; z-scaled). Survey models preserved PSU/strata/weights; Bayesian GLMMs used a PSU random intercept with dietary weights rescaled to mean=1. We reported ORs with 95% CI/CrI, posterior probability of direction (P_dir), and ROPE probability; method agreement usedΔlog(OR) and Bland–Altman. Sensitivity analyses spanned density+total energy, residual models, isoenergetic %E substitution, and plausible-reporters subset.
Results (all effects per 1-SD increase in energy density, g/1000 kcal): Any cancer was near-null and concordant across methods: fiber OR≈1.03 (Survey 95% CI 0.91,1.17; Bayes 95% CrI 0.93,1.14); total fat OR≈0.95 (0.82,1.09; 0.86,1.06). Site-specific: Breast (women): fiber 1.00 (0.86,1.15); Bayes 0.99 (0.75,1.26); total fat 1.04 (0.77,1.42); Bayes 1.10 (0.81,1.51)—no clear associations. Prostate (men): fiber 0.99 (0.66,1.47); Bayes 0.93 (0.62,1.37); total fat 0.94 (0.75,1.16); Bayes 0.97 (0.68,1.37)—no clear associations.
Colorectal: total-fat density showed a robust inverse association—Survey 0.46 (0.29–0.74), Bayes 0.55 (0.35–0.84); fiber was null (Survey 0.98 [0.64,1.50]; Bayes 0.95 [0.60,1.48]). Agreement was high: mostΔlog(OR)s clustered near 0, with a more negative difference for colorectal×total fat (Δlog(OR)&lt;0), indicating a stronger protective estimate from survey models.
Conclusions: In a nationally representative sample, associations between “any cancer” and energy-density exposures were near-null. After excluding implausible reporters and across multiple specifications, the colorectal×total-fat density inverse association was directionally consistent and statistically persuasive in both frameworks. The parallel design (Pdir/ROPE complementing P-values) underscores that statistical significance and practical significance diverge here, with absolute risk changes estimated to be near zero. Findings should be interpreted within energy-adjusted, isoenergetic-substitution contexts rather than as a blanket endorsement of higher total fat. Cross-sectional design precludes causal inference.
DOI: 10.17632/vfbrywfrys.1
title: Dietary Fat and Fiber Energy Density and Cancer in NHANES 2021–2022: Parallel Survey-Weighted and Bayesian Estimates

description: ABSTRACT
Background Diet–cancer links are often modest and design-sensitive. We evaluated energy-density metrics for fiber and total fat under two parallel frameworks (survey-weighted and Bayesian), with mutual adjustment, and quantified method agreement.
Methods NHANES 2021–2022 adults; outcomes were self-reported any cancer and site-specific (breast, prostate, colorectal). Exposures were 2-day mean energy density (g/1000 kcal; z-scaled). Survey models preserved PSU/strata/weights; Bayesian GLMMs used a PSU random intercept with dietary weights rescaled to mean=1. We reported ORs with 95% CI/CrI, posterior probability of direction (P_dir), and ROPE probability; method agreement usedΔlog(OR) and Bland–Altman. Sensitivity analyses spanned density+total energy, residual models, isoenergetic %E substitution, and plausible-reporters subset.
Results (all effects per 1-SD increase in energy density, g/1000 kcal): Any cancer was near-null and concordant across methods: fiber OR≈1.03 (Survey 95% CI 0.91,1.17; Bayes 95% CrI 0.93,1.14); total fat OR≈0.95 (0.82,1.09; 0.86,1.06). Site-specific: Breast (women): fiber 1.00 (0.86,1.15); Bayes 0.99 (0.75,1.26); total fat 1.04 (0.77,1.42); Bayes 1.10 (0.81,1.51)—no clear associations. Prostate (men): fiber 0.99 (0.66,1.47); Bayes 0.93 (0.62,1.37); total fat 0.94 (0.75,1.16); Bayes 0.97 (0.68,1.37)—no clear associations.
Colorectal: total-fat density showed a robust inverse association—Survey 0.46 (0.29–0.74), Bayes 0.55 (0.35–0.84); fiber was null (Survey 0.98 [0.64,1.50]; Bayes 0.95 [0.60,1.48]). Agreement was high: mostΔlog(OR)s clustered near 0, with a more negative difference for colorectal×total fat (Δlog(OR)&lt;0), indicating a stronger protective estimate from survey models.
Conclusions: In a nationally representative sample, associations between “any cancer” and energy-density exposures were near-null. After excluding implausible reporters and across multiple specifications, the colorectal×total-fat density inverse association was directionally consistent and statistically persuasive in both frameworks. The parallel design (Pdir/ROPE complementing P-values) underscores that statistical significance and practical significance diverge here, with absolute risk changes estimated to be near zero. Findings should be interpreted within energy-adjusted, isoenergetic-substitution contexts rather than as a blanket endorsement of higher total fat. Cross-sectional design precludes causal inference.
DOI: 10.17632/jshbprb4sh
title: The SMC Hinge is a Selective Gate for Obstacle Bypass

description: DNA loop-extruding SMC complexes play vital roles in genome maintenance and DNA immunity. However, how these ring-shaped DNA motors navigate large DNA-bound obstacles has remained unclear. Here, we demonstrate that a bacterial SMC Wadjet complex can efficiently bypass obstacles larger than the SMC coiled coil lumen when they are tethered to the extruded DNA by a single-stranded DNA or RNA linker. This bypass is mediated by the selective entrapment of the linker within the SMC hinge channel, which functions as an obligate gate—permitting passage of the linker while retaining double-stranded DNA stably inside the SMC ring and keeping associated obstacles outside. We further show that eukaryotic SMC hinges similarly accommodate ssDNA, and that the hinge is dispensable for loop extrusion by Wadjet, altogether suggesting that obstacle bypass may represent the conserved, long-sought function of the SMC hinge toroid. By integrating hinge bypass with loop extrusion, we provide a mechanistic framework for how DNA-entrapping SMC complexes can generate chromosomal loops densely decorated with obstacles.
DOI: 10.17632/jshbprb4sh.1
title: The SMC Hinge is a Selective Gate for Obstacle Bypass

description: DNA loop-extruding SMC complexes play vital roles in genome maintenance and DNA immunity. However, how these ring-shaped DNA motors navigate large DNA-bound obstacles has remained unclear. Here, we demonstrate that a bacterial SMC Wadjet complex can efficiently bypass obstacles larger than the SMC coiled coil lumen when they are tethered to the extruded DNA by a single-stranded DNA or RNA linker. This bypass is mediated by the selective entrapment of the linker within the SMC hinge channel, which functions as an obligate gate—permitting passage of the linker while retaining double-stranded DNA stably inside the SMC ring and keeping associated obstacles outside. We further show that eukaryotic SMC hinges similarly accommodate ssDNA, and that the hinge is dispensable for loop extrusion by Wadjet, altogether suggesting that obstacle bypass may represent the conserved, long-sought function of the SMC hinge toroid. By integrating hinge bypass with loop extrusion, we provide a mechanistic framework for how DNA-entrapping SMC complexes can generate chromosomal loops densely decorated with obstacles.
DOI: 10.15468/dl.kntjm7
title: Occurrence Download

description: A dataset containing 102565 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 one of (Pteris)"
 ]
}

 The dataset includes 102565 records from 793 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009805-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2swmad
title: Occurrence Download

description: A dataset containing 267 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is one of (United States of America, Canada, Mexico)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Dama dama"
 ]
}

 The dataset includes 267 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009825-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q7jerm
title: Occurrence Download

description: A dataset containing 678 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Myrsine parvifolia"
 ]
}

 The dataset includes 678 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009816-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.exk79b
title: Occurrence Download

description: A dataset containing 5351 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Anolis sagrei"
 ]
}

 The dataset includes 5351 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009824-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3sjfgu
title: Occurrence Download

description: A dataset containing 3224 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is one of (Mexico, United States of America, Canada)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Oryctolagus cuniculus"
 ]
}

 The dataset includes 3224 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009826-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17187071
title: Grape traceability Vineyard-Cellar (Quinta do Seixo)

description: Raw dataset without any pos-processing
DOI: 10.5281/zenodo.17187072
title: Grape traceability Vineyard-Cellar (Quinta do Seixo)

description: Raw dataset without any pos-processing