cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.60712/si-id117288.1
title: StrainInfo SI-ID 117288.1

description: StrainInfo dataset 117288 about a strain of Pseudomonas syringae pv. syringae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id117373.1
title: StrainInfo SI-ID 117373.1

description: StrainInfo dataset 117373 about a strain of Curtobacterium flaccumfaciens. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id117374.1
title: StrainInfo SI-ID 117374.1

description: StrainInfo dataset 117374 about a strain of Curtobacterium flaccumfaciens. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.6084/m9.figshare.31430236
title: <b>Abiological Methane Formation through Electrochemical Reactions in Martian Dust Activities</b>

description: Origin data for "<b>Abiological Methane Formation through Electrochemical Reactions in Martian Dust Activities</b>"
DOI: 10.6084/m9.figshare.31430236.v1
title: <b>Abiological Methane Formation through Electrochemical Reactions in Martian Dust Activities</b>

description: Origin data for "<b>Abiological Methane Formation through Electrochemical Reactions in Martian Dust Activities</b>"
DOI: 10.5281/zenodo.18801148
title: On the Energy Footprint of Using a Small Language Model for Unit Test Generation

description: Context. Manual unit test creation is a cognitively intensive and time-consuming activity, prompting researchers and practitioners to increasingly adopt automated testing tools. Recent advancements in language models have expanded automation possibilities, including unit test generation, yet these models raise substantial sustainability concerns due to their energy consumption compared to conventional, specialized tools.

 

Goal. Our research investigates whether the energy overhead associated with employing a small language model (SLM) for unit test generation is justified compared to a conventional, lightweight testing tool. We compare and analyze the energy consumption incurred during test suite generation, as well as the fault-finding effectiveness of the resulting test suites, for an SLM (Phi-3.1 Mini 128k) and Pynguin, a purpose-built tool for unit test generation.

 

Method. We posed two research questions: (i) What is the difference in energy usage between Phi and Pynguin during the generation of unit test suites for Python programs?; and (ii) To what extent do unit test suites generated by Phi and Pynguin differ in their fault-finding effectiveness? To rigorously address the first research question, we employed Bayesian Data Analysis (BDA). For the second research question, we conducted a complementary empirical analysis using descriptive statistics.

 

Results. Our Bayesian analysis provides robust evidence indicating that Phi consistently consumes significantly more energy than Pynguin during test suite generation.

 

Conclusions. These findings underscore significant sustainability concerns associated with employing even SLMs for routine Software Engineering tasks such as unit test generation. The results challenge the assumption of universal energy efficiency benefits from smaller-scale models and emphasize the necessity for careful energy consumption evaluations in the adoption of automated software testing approaches.
DOI: 10.5281/zenodo.18801162
title: THE RELATIONSHIP OF PEDAGOGICAL SCIENCE WITH OTHER SCIENCES AND ITS ROLE IN SOCIETAL DEVELOPMENT

description: Pedagogy is one of the social sciences that studies, in an integrated manner, the forms and methods, content, laws, and principles of purposefully educating, shaping, and preparing a free individual for life. Among the social sciences, pedagogy occupies a leading position in preparing the younger generation for life and in developing the theory and practice of the educational process. It provides the scientific and practical foundations for personality formation, the development of spirituality, and the implementation of the laws of upbringing.
DOI: 10.5281/zenodo.18801161
title: THE RELATIONSHIP OF PEDAGOGICAL SCIENCE WITH OTHER SCIENCES AND ITS ROLE IN SOCIETAL DEVELOPMENT

description: Pedagogy is one of the social sciences that studies, in an integrated manner, the forms and methods, content, laws, and principles of purposefully educating, shaping, and preparing a free individual for life. Among the social sciences, pedagogy occupies a leading position in preparing the younger generation for life and in developing the theory and practice of the educational process. It provides the scientific and practical foundations for personality formation, the development of spirituality, and the implementation of the laws of upbringing.
DOI: 10.15468/dl.nsj3v4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "Geometry POLYGON ((105.610544 14.999999, 179.999961 14.999999, 179.999961 65.08290100000001, 105.610544 65.08290100000001, 105.610544 14.999999))",
 "TaxonKey is Aphanopus microphthalmus"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001911-260226173443078/datasets/export for details.
DOI: 10.25824/redu/zmlbrg
title: Dados de pesquisa e experimentos numéricos do método Lagrangiano–Euleriano estendido para leis de conservação difusivo-dispersivas

description: Este conjunto de dados reúne os materiais produzidos no desenvolvimento e validação de um método numérico Lagrangiano–Euleriano estendido para leis de conservação difusivas e dispersivas em dimensões 1D, 2D e 3D. O dataset contém os resultados numéricos, simulações, figuras, malhas, séries temporais, arquivos brutos e demais materiais utilizados para gerar os experimentos apresentados na tese de doutorado. Os dados têm como finalidade documentar e preservar os resultados associados à formulação teórica e aos experimentos computacionais que fundamentam a análise de convergência e a validação do método proposto. O conteúdo aqui disponibilizado permite a verificação e reprodutibilidade dos experimentos numéricos apresentados na pesquisa, conforme as diretrizes de depósito de dados da Unicamp.
DOI: 10.25625/khz56b/jbnw5n
title: HTMP_eq_g_1p0.xyz

description: :unav
DOI: 10.25625/khz56b/d4qt6s
title: TEMPOL_TEMPOL_tpg_0p3.xyz

description: :unav
DOI: 10.25625/khz56b/kouhzt
title: TEMPO_Cyclohexanol_to_1p3.xyz

description: :unav
DOI: 10.25625/khz56b/akub3n
title: HTMP_ax_g_1p3.xyz

description: :unav
DOI: 10.25625/khz56b/sorago
title: TEMPO_Cyclohexanol_gt_0p0.xyz

description: :unav
DOI: 10.25625/khz56b/dozxlc
title: HTMP_ax_t_1p3.xyz

description: :unav
DOI: 10.25625/khz56b/7is36c
title: TEMPOL_g_0p1.xyz

description: :unav
DOI: 10.25625/khz56b/dwpwpg
title: TEMPO_Cyclohexanol_tp_0p1.xyz

description: :unav
DOI: 10.25625/khz56b/q7i3ob
title: HTMP_eq_t_0p0.xyz

description: :unav
DOI: 10.25625/khz56b/ctgg7l
title: TEMPOL_t_0p0.xyz

description: :unav
DOI: 10.25625/khz56b/juiewv
title: TEMPO_TEMPOL_tp_0p3.xyz

description: :unav
DOI: 10.15468/dl.jwqkh5
title: Occurrence Download

description: A dataset containing 530 species occurrences available in GBIF matching the query:
{
 "and" : [
 "License is CC0 1.0",
 "TaxonKey is Ensifera ensifera"
 ]
}

 The dataset includes 530 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001914-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25625/khz56b/itcmbv
title: TEMPOL_TEMPOL_gtg'_0p0.xyz

description: :unav
DOI: 10.25625/khz56b/stskzu
title: Cyclohexanol_t_0p2.xyz

description: :unav
DOI: 10.25625/khz56b/ew0gzo
title: TEMPOL_TEMPOL_got_1p9.xyz

description: :unav
DOI: 10.25625/khz56b/tu2d5k
title: TEMPO_TEMPOL_to_0p4.xyz

description: :unav
DOI: 10.15468/dl.9ews2d
title: Occurrence Download

description: A dataset containing 116 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "OccurrenceStatus is Present",
 "TaxonKey is Cistus umbellatus"
 ]
}

 The dataset includes 116 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001913-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25625/khz56b/r8l0ch
title: TEMPO_TEMPOL_go_1p4.xyz

description: :unav
DOI: 10.25625/khz56b/fbzgqa
title: TEMPO_TEMPOL_gt_0p0.xyz

description: :unav
DOI: 10.15468/dl.akywbv
title: Occurrence Download

description: A dataset containing 31832 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (, , , , , Pennisetum clandestinum, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , Pennisetum clandestinum, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , Herpetogramma licarsisalis, , , , , Cynodonmiris corpoicanus, , , , , , , Collaria scenica, Cenchrus setaceus, , , , , , , Stenodema andina, , , Neoseiulus benjamini, , , Prolemur simus, Rhizoecus colombiensis, , , Austroconops mcmillani, , Anabaxis foveolata, , Collaria oleosa, , , , , , , , )",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 31832 records from 355 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001912-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25625/khz56b/m8nhfp
title: TEMPOL_TEMPOL_tot_0p6.xyz

description: :unav
DOI: 10.25625/khz56b
title: xyz structure files of the most stable monomers of TEMPOL, 4-hydroxy-2,2,6,6-tetramethylpiperidin, cylcohexanol and the dimers of TEMPOL, TEMPO + TEMPOL and TEMPO + cyclohexanol

description: Provided are the xyz structure files at B3LYP-D3(BJ,abc)/def2-QZVP level for the following monomers: - TEMPOL - 4-hydroxy-2,2,6,6-tetramethylpiperidin (HTMP) - Cyclohexanol Also provided are the xyz structure files at B3LYP-D3(BJ,abc)/def2-TZVP level for the following dimers: - TEMPOL + TEMPOL - TEMPO + TEMPOL - TEMPO + Cyclohexanol
DOI: 10.25625/khz56b/8p2gyv
title: Cyclohexanol_g_0p0.xyz

description: :unav
DOI: 10.15468/dl.xtjwa8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "Geometry POLYGON ((105.610544 14.999999, 179.999961 14.999999, 179.999961 65.08290100000001, 105.610544 65.08290100000001, 105.610544 14.999999))",
 "TaxonKey is Benthodesmus macrophthalmus"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001915-260226173443078/datasets/export for details.
DOI: 10.15468/dl.rpkdsc
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "OccurrenceStatus is Present",
 "TaxonKey is Doronicum pubescens"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001916-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25625/isd2sf/qsa25a
title: TEMPO_35-50C_TEMPOL_80-110C_100-130C_He_495.dpt

description: FTIR spectrum of TEMPO (chamber 35-50°C) and TEMPOL (chamber 80-110°C), nozzle @ 100-130°C, He, 495 pulses. Range of 4000-2880 cm<sup>-1</sup>.
DOI: 10.25625/isd2sf/3uqoen
title: HTMP_100C_120C_He_447.dpt

description: FTIR spectrum of 4-hydroxy-2,2,6,6-tetramethylpiperidin (HTMP) (chamber 100°C), nozzle @ 120°C, He, 447 pulses. Range of 4000-2880 cm<sup>-1</sup>.
DOI: 10.25625/isd2sf/ai3tdr
title: Cyclohexanol_15C_TEMPO_20C_RT_He_800.dpt

description: FTIR spectrum of cyclohexanol (saturator 15°C) and TEMPO (saturator 20°C), nozzle @ room temperature, He, 800 pulses. Range of 4000-2880 cm<sup>-1</sup>.
DOI: 10.25625/isd2sf/pnhwxj
title: TEMPOL_90-100C_110-130C_He_1396.dpt

description: FTIR spectrum of TEMPOL (chamber 90-100°C), nozzle @ 110-130°C, He, 1396 pulses. Range of 4000-2880 cm<sup>-1</sup>.
DOI: 10.25625/isd2sf
title: Experimental FTIR spectra of TEMPOL, TEMPOL with TEMPO, TEMPO with cyclohexanol, 4-hydroxy-2,2,6,6-tetramethylpiperidin in the range of 4000-2880 cm-1

description: We provide experimental FTIR spectra of supersonic jet expansions for TEMPOL, TEMPOL with TEMPO, TEMPO with cyclohexanol, 4-hydroxy-2,2,6,6-tetramethylpiperidin (HTMP) in the range of 4000-2880 cm-1.
DOI: 10.5281/zenodo.15809180
title: On the Energy Footprint of Using a Small Language Model for Unit Test Generation

description: Context. Manual unit test creation is a cognitively intensive and time-consuming activity, prompting researchers and practitioners to increasingly adopt automated testing tools. Recent advancements in language models have expanded automation possibilities, including unit test generation, yet these models raise substantial sustainability concerns due to their energy consumption compared to conventional, specialized tools.

 

Goal. Our research investigates whether the energy overhead associated with employing a small language model (SLM) for unit test generation is justified compared to a conventional, lightweight testing tool. We compare and analyze the energy consumption incurred during test suite generation, as well as the fault-finding effectiveness of the resulting test suites, for an SLM (Phi-3.1 Mini 128k) and Pynguin, a purpose-built tool for unit test generation.

 

Method. We posed two research questions: (i) What is the difference in energy usage between Phi and Pynguin during the generation of unit test suites for Python programs?; and (ii) To what extent do unit test suites generated by Phi and Pynguin differ in their fault-finding effectiveness? To rigorously address the first research question, we employed Bayesian Data Analysis (BDA). For the second research question, we conducted a complementary empirical analysis using descriptive statistics.

 

Results. Our Bayesian analysis provides robust evidence indicating that Phi consistently consumes significantly more energy than Pynguin during test suite generation.

 

Conclusions. These findings underscore significant sustainability concerns associated with employing even SLMs for routine Software Engineering tasks such as unit test generation. The results challenge the assumption of universal energy efficiency benefits from smaller-scale models and emphasize the necessity for careful energy consumption evaluations in the adoption of automated software testing approaches.
DOI: 10.5281/zenodo.18801211
title: On the Energy Footprint of Using a Small Language Model for Unit Test Generation

description: Context. Manual unit test creation is a cognitively intensive and time-consuming activity, prompting researchers and practitioners to increasingly adopt automated testing tools. Recent advancements in language models have expanded automation possibilities, including unit test generation, yet these models raise substantial sustainability concerns due to their energy consumption compared to conventional, specialized tools.

 

Goal. Our research investigates whether the energy overhead associated with employing a small language model (SLM) for unit test generation is justified compared to a conventional, lightweight testing tool. We compare and analyze the energy consumption incurred during test suite generation, as well as the fault-finding effectiveness of the resulting test suites, for an SLM (Phi-3.1 Mini 128k) and Pynguin, a purpose-built tool for unit test generation.

 

Method. We posed two research questions: (i) What is the difference in energy usage between Phi and Pynguin during the generation of unit test suites for Python programs?; and (ii) To what extent do unit test suites generated by Phi and Pynguin differ in their fault-finding effectiveness? To rigorously address the first research question, we employed Bayesian Data Analysis (BDA). For the second research question, we conducted a complementary empirical analysis using descriptive statistics.

 

Results. Our Bayesian analysis provides robust evidence indicating that Phi consistently consumes significantly more energy than Pynguin during test suite generation.

 

Conclusions. These findings underscore significant sustainability concerns associated with employing even SLMs for routine Software Engineering tasks such as unit test generation. The results challenge the assumption of universal energy efficiency benefits from smaller-scale models and emphasize the necessity for careful energy consumption evaluations in the adoption of automated software testing approaches.
DOI: 10.5281/zenodo.18801204
title: METHODOLOGICALPROVISIONOFDEVELOPMENTOFSUBJECT-RELATEDCOMPETENCESINTEACHINGARTWORKS

description: Thedemandsplacedonmoderneducationareincreasingdaybyday.Inturn,thedevelopmentofsubject-relatedcompetenciesinteachingliteraryworksinreadingliteracylessonsisanimportantstepinimprovingthequalityofeducationbyourgovernment.Thisiswhatwewilltalkaboutinthisarticle
DOI: 10.5281/zenodo.18801203
title: METHODOLOGICALPROVISIONOFDEVELOPMENTOFSUBJECT-RELATEDCOMPETENCESINTEACHINGARTWORKS

description: Thedemandsplacedonmoderneducationareincreasingdaybyday.Inturn,thedevelopmentofsubject-relatedcompetenciesinteachingliteraryworksinreadingliteracylessonsisanimportantstepinimprovingthequalityofeducationbyourgovernment.Thisiswhatwewilltalkaboutinthisarticle
DOI: 10.18738/t8/r2jnke
title: DUNEX Nearshore

description: Direct flux measurements collected at The Army Corp Field Research Facility, Duck, NC, during the DUring Nearshore Event eXperiment (DUNEX) for August 2021 to January 2023. Data were collected from the end of the Field Research Facility pier which is approximately 500 m offshore and on a beach tower. The data were recorded at 20 Hz with a Campbell Scientific IRGASON (integrated infrared gas analyzer and sonic anemometer) at 14.4 m above mean water level on the pierhead and four Gill R3-50 sonic anemometers at 14.4, 18.4, 22.4, and 26.m above mean water level on the beach tower. This data provided here are mean meteorological and derived variables. If you are interested in the high frequency data (u', v', w', t') please contact hpotter@tamu.edu directly.
description: Two .xlsx files are attached. One is for the pierhead data and the other is for the beach tower data. In each case the columns are Date, Cdz (drag coefficient at measurement height), Ustar (friction velocity at measurement height), Uz (mean wind speed at measurement height in m/s), L (Obukhov Length), WindDirection (degrees from north), Height (measurement height in meters), AirTemperature (deg C), AirPressure (mb)
DOI: 10.34740/kaggle/dsv/12629849
title: OBELiX
DOI: 10.15468/dl.jwx6wu
title: Occurrence Download

description: A dataset containing 3893 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Amazona xantholora)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 3893 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078885-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/643wd79h3j.3
title: Cytokines in Patients with Allogeneic Stem Cell Transplant Treated with Topical Cyclosporine

description: Graft-Versus-Host Disease(GVHD) is a serious complication after allogeneic hematopoietic stem cell transplantation (allo-HSCT), and ocular involvement is common. Ikervis is increasingly being used in the treatment of ocular symptoms. Detecting cytokines in the tears of allo-HSCT patients after using these eye drops helps to gain a deeper understanding of the drug's mechanism, evaluate treatment efficacy, and provide a basis for optimizing clinical treatment plans. This data collection aims to explore the situation of allo-HSCT patients after using Ikervis.
Data Description included:
(1) Patient Basic Information: Includes patient number, ID, age, gender, etc. 
(2) Disease - related Information: disease diagnosis, disease stage, previous treatment history, etc. 
(3) Eye Drop Information: dosage and frequency.
(4) Ocular Examination Indicators: intraocular pressure, conjunctival hyperemia, tear osmolarity. 
(5) Cytokine Detection: Levels of various cytokines.
Through the analysis of the data on the detection of cytokines in the tears of allo-HSCT patients after using Ikervis eye drops, we have proposed relevant research hypotheses and found some notable phenomena from the data. These findings help us better understand the therapeutic effects of eye drops, the impact of patient characteristics on treatment, and the association between cytokines and ocular symptoms. By reasonably interpreting and using these data, valuable references can be provided for clinical treatment and drug use, ultimately improving the ocular health of allo-HSCT patients. However, it should be noted that this study still has certain limitations, such as a relatively small sample size. In the future, more in - depth research needs to be carried out to improve the relevant conclusions.
DOI: 10.15468/dl.zf5bxj
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Celsia arcturus"
 ]
}

 The dataset includes 51 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019513-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/7rs7ngh876
title: Zinc Isotopes Equilibrium Fractionation Induced by α-Al2O3 Surface Adsorption and its Implications: A Density Functional Theory Study

description: The data sheets for Figs. 2~9 and S2 of the manuscript entitled “Zinc Isotopes Equilibrium Fractionation Induced by α-Al2O3 surface Adsorption and its Implications: A Density Functional Theory Study”.
DOI: 10.25574/28051
title: Chandra X-ray Observatory ObsId 28051

description: Measuring Proper Motion of PSR J2229+6114 in the PeVatron SNR G106.3+2.7
DOI: 10.17632/7rs7ngh876.3
title: Zinc Isotopes Equilibrium Fractionation Induced by α-Al2O3 Surface Adsorption and its Implications: A Density Functional Theory Study

description: The data sheets for Figs. 2~9 and S2 of the manuscript entitled “Zinc Isotopes Equilibrium Fractionation Induced by α-Al2O3 surface Adsorption and its Implications: A Density Functional Theory Study”.