cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.1574141.v2
title: Anvi

description: OS X installer for anvi'o v1.2.0
DOI: 10.6084/m9.figshare.1574110
title: PCCP - ordered growth of VOPc on FePC monolayer

description: Full experimental data can be found in the corresponding manuscript. Here are all the raw data corresponding to the paper. STM images and LEED patterns of: ML FePc/Au (111) ML VOPc/ML FePc/ Au (111)
DOI: 10.6084/m9.figshare.12918698.v1
title: nehirdata.sav

description: This research data belong to my research paper regarding "The relationship between parenting attitudes and perceived narcissism in young adults in Turkey".
DOI: 10.6084/m9.figshare.1574091
title: IIT dataset

description: Image sequences and the ground truth file used to compare insect-inspired tracker with the state-of-the-art engineering models.
DOI: 10.6084/m9.figshare.1574092
title: IIT dataset

description: Image sequences and the ground truth file used to compare insect-inspired tracker with the state-of-the-art engineering models.
DOI: 10.6084/m9.figshare.1574141.v3
title: Anvi'o v1.2.0

description: OS X installer for anvi'o v1.2.0
DOI: 10.6084/m9.figshare.1574081
title: 26.rar

description: This data sequence is for tracking small moving target from a moving platform in heavy background clutter.
DOI: 10.6084/m9.figshare.1574110.v1
title: PCCP - ordered growth of VOPc on FePC monolayer

description: Full experimental data can be found in the corresponding manuscript. Here are all the raw data corresponding to the paper. STM images and LEED patterns of: ML FePc/Au (111) ML VOPc/ML FePc/ Au (111)
DOI: 10.6084/m9.figshare.1574141.v5
title: Anvio 1.2.0

description: OS X installer for anvi'o v1.2.0
DOI: 10.6084/m9.figshare.1574022
title: Curtobacterium MR_MD2014

description: The alignments and trees used in the analysis of Curtobacterium sp strain MR_MD2014
DOI: 10.6084/m9.figshare.1574141.v4
title: Anvio 1.2.0

description: OS X installer for anvi'o v1.2.0
DOI: 10.5281/zenodo.4013861
title: International Society for Biocuration 2020 Survey results

description: During the past three years, the ISB Executive Committee sent out a survey to members and non-members to identify ways in which the ISB could better serve our community. These are the results of the 2020 survey.
DOI: 10.6084/m9.figshare.1573957
title: SSR data for whole country

description: SSR data for whole country
DOI: 10.6084/m9.figshare.1574022.v1
title: Curtobacterium MR_MD2014

description: The alignments and trees used in the analysis of Curtobacterium sp strain MR_MD2014
DOI: 10.6084/m9.figshare.1573957.v1
title: SSR data for whole country

description: SSR data for whole country
DOI: 10.5281/zenodo.3872419
title: International Society for Biocuration 2020 Survey results

description: During the past three years, the ISB Executive Committee sent out a survey to members and non-members to identify ways in which the ISB could better serve our community. These are the results of the 2020 survey.
DOI: 10.6084/m9.figshare.1573032
title: Information on Les Miserables network used in Evans and Lambiotte 2010.

description: This contains information on the Les Miserables graph and analysis used in Evans and Lambiotte 2010. Both the raw input networks and the output with the results are listed here along with some of the visualisation files. A file with further information is included.
DOI: 10.6084/m9.figshare.1573029
title: Using Lasso for Predictor Selection and to Assuage Overfitting: A Method Long Overlooked in Behavioral Sciences

description: Ordinary least squares and stepwise selection are widespread in behavioral science research; however, these methods are well known to encounter overfitting problems such that <i>R<sup>2</sup></i> and regression coefficients may be inflated while standard errors and <i>p</i> values may be deflated, ultimately reducing both the parsimony of the model and the generalizability of conclusions. More optimal methods for selecting predictors and estimating regression coefficients such as regularization methods (e.g., Lasso) have existed for decades, are widely implemented in other disciplines, and are available in mainstream software, yet, these methods are essentially invisible in the behavioral science literature while the use of sub optimal methods continues to proliferate. This paper discusses potential issues with standard statistical models, provides an introduction to regularization with specific details on both Lasso and its related predecessor ridge regression, provides an example analysis and code for running a Lasso analysis in R and SAS, and discusses limitations and related methods.
DOI: 10.6084/m9.figshare.1573029.v1
title: Using Lasso for Predictor Selection and to Assuage Overfitting: A Method Long Overlooked in Behavioral Sciences

description: Ordinary least squares and stepwise selection are widespread in behavioral science research; however, these methods are well known to encounter overfitting problems such that <i>R<sup>2</sup></i> and regression coefficients may be inflated while standard errors and <i>p</i> values may be deflated, ultimately reducing both the parsimony of the model and the generalizability of conclusions. More optimal methods for selecting predictors and estimating regression coefficients such as regularization methods (e.g., Lasso) have existed for decades, are widely implemented in other disciplines, and are available in mainstream software, yet, these methods are essentially invisible in the behavioral science literature while the use of sub optimal methods continues to proliferate. This paper discusses potential issues with standard statistical models, provides an introduction to regularization with specific details on both Lasso and its related predecessor ridge regression, provides an example analysis and code for running a Lasso analysis in R and SAS, and discusses limitations and related methods.
DOI: 10.6084/m9.figshare.1573013
title: Emergence of the same successful clade among distinct populations of emm89 Streptococcus pyogenes in multiple geographic regions

description: DNA sequences of nga alleles
DOI: 10.6084/m9.figshare.1573007
title: ASCE Water Manager Survey Data with Charts

description: ASCE Water Manager Survey by Task Committee. Data from surveymonkey.com summarized in charts
DOI: 10.6084/m9.figshare.1573013.v2
title: Emergence of the same successful clade among distinct populations of emm89 Streptococcus pyogenes in multiple geographic regions

description: DNA sequences of nga alleles
DOI: 10.6084/m9.figshare.1573006
title: ASCE Survey Data on Water Managers Raw Data

description: ASCE Task Committee Survey Data on Water Managers (Raw unedited data)
DOI: 10.6084/m9.figshare.1573002
title: Dianthus chloroplast genome

description: The complete chloroplast genome sequence of Dianthus.
DOI: 10.6084/m9.figshare.1573001
title: Dianthus chloroplast genome

description: Complete chloroplast genome of Dianthus
DOI: 10.6084/m9.figshare.1573013.v1
title: Emergence of the same successful clade among distinct populations of emm89 Streptococcus pyogenes in multiple geographic regions

description: DNA sequences of nga alleles
DOI: 10.6084/m9.figshare.1572999
title: Late Jurassic granitoids in the Xilamulun Mo belt, Northeastern China: geochronology, geochemistry, and tectonic implications

description: The Xilamulun Mo belt of Northeastern China, located in the southeastern segment of the Central Asia Orogenic Belt (CAOB), is composed of large deposits of porphyry Mo and quartz-vein-type Mo, which are related to Mesozoic granitoids. Previous studies led to the conclusion that all granitoids in the region formed during the Cretaceous and Triassic, but our new laser ablation inductively coupled plasma mass spectrometry U–Pb zircon dating of magmatic zircons from five samples of four mineralized plutons (Nailingou, Longtoushan, and Hashitu granites and Erbadi and Hashitu granite porphyries) reveals that these range in age from 143.8 ± 1.2 to 149.5 ± 1.0 Ma. These granites show post-collisional (A-type) geochemical characteristics (e.g. enrichment in total alkali, LILE, and LREE and depletion in Eu, Ba, P, and Nb). The Erbadi, Longtoushan, Hashitu, and Longtoushan granitoids exhibit moderately positive Hf isotopic compositions (<i>ε</i><sub>Hf(<i>t</i>)</sub> = −0.3 to 10.2), indicating that granitic magmas may reflect mixtures of mantle melts and continental crust. These mineralized granites were all emplaced along a major fault over a time span of ~6 million years during the Late Jurassic. We conclude that igneous activity and mineralization resulted from the rollback of the subducted Palaeo-Pacific plate beneath Eurasia. Confirming that the Late Jurassic granitic intrusives are related to the Mo mineralization is useful for understanding the Mesozoic tectonic evolution of the Xilamulun Mo belt and also has significant implications for the regional exploration of ores.
DOI: 10.6084/m9.figshare.1573000
title: Dianthus chloroplast genome article

description: The complete chloroplast genome of Dianthus
DOI: 10.6084/m9.figshare.1573001.v1
title: Dianthus chloroplast genome

description: Complete chloroplast genome of Dianthus
DOI: 10.6084/m9.figshare.1573007.v2
title: ASCE Water Manager Survey Data with Charts

description: ASCE Water Manager Survey by Task Committee. Data from surveymonkey.com summarized in charts
DOI: 10.6084/m9.figshare.1573000.v1
title: Dianthus chloroplast genome article

description: The complete chloroplast genome of Dianthus
DOI: 10.6084/m9.figshare.1573007.v1
title: ASCE Water Manager Survey Data (Raw, Unedited)

description: ASCE Water Manager Survey by Task Committee. Data is raw and unedited from surveymonkey.com
DOI: 10.6084/m9.figshare.1572992
title: Composite Indicator Methodologies Excluded from Study

description: Annex for Beccari B. A Comparative Analysis of Disaster Risk, Vulnerability and Resilience Composite Indicators. PLOS Currents Disasters. 2016 Mar 14 . Edition 1. doi: 10.1371/currents.dis.453df025e34b682e9737f95070f9b970.
DOI: 10.6084/m9.figshare.1572999.v2
title: Late Jurassic granitoids in the Xilamulun Mo belt, Northeastern China: geochronology, geochemistry, and tectonic implications

description: The Xilamulun Mo belt of Northeastern China, located in the southeastern segment of the Central Asia Orogenic Belt (CAOB), is composed of large deposits of porphyry Mo and quartz-vein-type Mo, which are related to Mesozoic granitoids. Previous studies led to the conclusion that all granitoids in the region formed during the Cretaceous and Triassic, but our new laser ablation inductively coupled plasma mass spectrometry U–Pb zircon dating of magmatic zircons from five samples of four mineralized plutons (Nailingou, Longtoushan, and Hashitu granites and Erbadi and Hashitu granite porphyries) reveals that these range in age from 143.8 ± 1.2 to 149.5 ± 1.0 Ma. These granites show post-collisional (A-type) geochemical characteristics (e.g. enrichment in total alkali, LILE, and LREE and depletion in Eu, Ba, P, and Nb). The Erbadi, Longtoushan, Hashitu, and Longtoushan granitoids exhibit moderately positive Hf isotopic compositions (<i>ε</i><sub>Hf(<i>t</i>)</sub> = −0.3 to 10.2), indicating that granitic magmas may reflect mixtures of mantle melts and continental crust. These mineralized granites were all emplaced along a major fault over a time span of ~6 million years during the Late Jurassic. We conclude that igneous activity and mineralization resulted from the rollback of the subducted Palaeo-Pacific plate beneath Eurasia. Confirming that the Late Jurassic granitic intrusives are related to the Mo mineralization is useful for understanding the Mesozoic tectonic evolution of the Xilamulun Mo belt and also has significant implications for the regional exploration of ores.
DOI: 10.6084/m9.figshare.1572992.v1
title: Composite Indicator Methodologies Excluded from Study

description: Annex for Beccari B. A Comparative Analysis of Disaster Risk, Vulnerability and Resilience Composite Indicators. PLOS Currents Disasters. 2016 Mar 14 . Edition 1. doi: 10.1371/currents.dis.453df025e34b682e9737f95070f9b970.
DOI: 10.6084/m9.figshare.1572999.v1
title: Late Jurassic granitoids in the Xilamulun Mo belt, Northeastern China: geochronology, geochemistry, and tectonic implications

description: ABSTRACTThe Xilamulun Mo belt of Northeastern China, located in the southeastern segment of the Central Asia Orogenic Belt (CAOB), is composed of large deposits of porphyry Mo and quartz-vein-type Mo, which are related to Mesozoic granitoids. Previous studies led to the conclusion that all granitoids in the region formed during the Cretaceous and Triassic, but our new laser ablation inductively coupled plasma mass spectrometry U–Pb zircon dating of magmatic zircons from five samples of four mineralized plutons (Nailingou, Longtoushan, and Hashitu granites and Erbadi and Hashitu granite porphyries) reveals that these range in age from 143.8 ± 1.2 to 149.5 ± 1.0 Ma. These granites show post-collisional (A-type) geochemical characteristics (e.g. enrichment in total alkali, LILE, and LREE and depletion in Eu, Ba, P, and Nb). The Erbadi, Longtoushan, Hashitu, and Longtoushan granitoids exhibit moderately positive Hf isotopic compositions (<i>ε</i><sub>Hf(<i>t</i>)</sub> = −0.3 to 10.2), indicating that granitic magmas may reflect mixtures of mantle melts and continental crust. These mineralized granites were all emplaced along a major fault over a time span of ~6 million years during the Late Jurassic. We conclude that igneous activity and mineralization resulted from the rollback of the subducted Palaeo-Pacific plate beneath Eurasia. Confirming that the Late Jurassic granitic intrusives are related to the Mo mineralization is useful for understanding the Mesozoic tectonic evolution of the Xilamulun Mo belt and also has significant implications for the regional exploration of ores.
DOI: 10.6084/m9.figshare.1572989
title: S1_data

description: The data of all indicators in 7 years
DOI: 10.6084/m9.figshare.1572991
title: S2_data

description: The standardized data of all indicators in 7 years
DOI: 10.6084/m9.figshare.1572986
title: Flowtracks submission code

description: The Flowtracks Python package enables post-processing of three-dimensional particle-tracking velocimetry (3D-PTV) data, in one of several existing formats or in its own HDF5-based format for improved speed and convenience. This is the version submitted to the Journal of Open Research Software. Latest version may be found on github: https://github.com/OpenPTV/postptv.git
DOI: 10.6084/m9.figshare.1572990
title: S1_table

description: globalization scores of Chinese cities in 7 years
DOI: 10.6084/m9.figshare.1572989.v2
title: S1_data

description: The data of all indicators in 7 years
DOI: 10.6084/m9.figshare.1572991.v2
title: S2_data

description: The standardized data of all indicators in 7 years
DOI: 10.6084/m9.figshare.1572986.v2
title: Flowtracks submission code

description: The Flowtracks Python package enables post-processing of three-dimensional particle-tracking velocimetry (3D-PTV) data, in one of several existing formats or in its own HDF5-based format for improved speed and convenience. This is the version submitted to the Journal of Open Research Software. Latest version may be found on github: https://github.com/OpenPTV/postptv.git
DOI: 10.6084/m9.figshare.1572990.v3
title: S1_table

description: globalization scores of Chinese cities in 7 years
DOI: 10.6084/m9.figshare.1572991.v1
title: data_2

description: the standardized data of all indicators in 7 years
DOI: 10.6084/m9.figshare.1572990.v2
title: table_S1

description: globalization scores of Chinese cities in 7 years
DOI: 10.6084/m9.figshare.1572981
title: UCL Research Impact Analysis: Results

description: Text mining results of UCL impact case study submission to REF 2014 [article submitted for publication]
DOI: 10.6084/m9.figshare.1572974
title: Composite Indicator Methodologies Included In Study

description: Annex for Beccari B. A Comparative Analysis of Disaster Risk, Vulnerability and Resilience Composite Indicators. PLOS Currents Disasters. 2016 Mar 14 . Edition 1. doi: 10.1371/currents.dis.453df025e34b682e9737f95070f9b970.
DOI: 10.6084/m9.figshare.1572980
title: UCL Research Impact Analysis: input

description: Text mining input documents (all cases)
DOI: 10.6084/m9.figshare.1572982
title: DGGE Excised bands

description: DGGE Excised bands
DOI: 10.6084/m9.figshare.1572965
title: Tenthredo cockerelli and Tenthredo jonoensis compared

description: <b><i>Tenthredo cockerelli</i> and <i>Tenthredo jonoensis</i> compared</b><br><br><br>Taeger, A.; Wei, M.; Shinohara, A. 2016: Sibling species in Tenthredo Linné (Hymenoptera: Tenthredinidae): the status of some East Asian taxa. - Euroasian Entomological Journal 15, Supplement 1: 156-164.<br>
DOI: 10.6084/m9.figshare.1572980.v1
title: UCL Research Impact Analysis: input

description: Text mining input documents (all cases)
DOI: 10.6084/m9.figshare.1572981.v1
title: UCL Research Impact Analysis: Results

description: Text mining results of UCL impact case study submission to REF 2014 [article submitted for publication]
DOI: 10.6084/m9.figshare.1572982.v1
title: DGGE Excised bands

description: DGGE Excised bands
DOI: 10.6084/m9.figshare.1572965.v1
title: Tenthredo cockerelli and Tenthredo jonoensis compared

description: <b><i>Tenthredo cockerelli</i> and <i>Tenthredo jonoensis</i> compared</b><br><br><br>Taeger, A.; Wei, M.; Shinohara, A. 2016: Sibling species in Tenthredo Linné (Hymenoptera: Tenthredinidae): the status of some East Asian taxa. - Euroasian Entomological Journal 15, Supplement 1: 156-164.<br>
DOI: 10.6084/m9.figshare.1572947
title: Acute Toxicity Study of Cadmium on the Vay Scallop

description: We can use aquatic<strong> toxicity test</strong> method to do experiments of the acute toxicity tests with 5 kinds of concentrations of cadmium in the bay scallop in order to offer theoretical basis for the cultivation of the bay scallop in rizhao.
DOI: 10.6084/m9.figshare.1572947.v1
title: Acute Toxicity Study of Cadmium on the Vay Scallop

description: We can use aquatic<strong> toxicity test</strong> method to do experiments of the acute toxicity tests with 5 kinds of concentrations of cadmium in the bay scallop in order to offer theoretical basis for the cultivation of the bay scallop in rizhao.
DOI: 10.6084/m9.figshare.1572936
title: Fabrication of a live cell-containing multilayered polymer hydrogel membrane with micrometer-scale thickness to evaluate pharmaceutical activity

description: We propose a spinning-assisted layer-by-layer method for simple fabrication of a multilayered polymer hydrogel membrane that contains living cells. Hydrogel formation occurred based on the spontaneous cross-linking reaction between two polymers in aqueous solution. A water-soluble 2-methacryloyloxyethyl phosphorylcholine polymer bearing phenylboronic acid groups (PMBV) and poly(vinyl alcohol) (PVA) were used as polymers for hydrogel membrane formation. Changing the number of hydrogel membrane layers, polymer concentration, spinning rate, and processing time for diffusion-dependent gelation of PMBV and PVA facilitated the regulation of the multilayered polymer hydrogel membrane thickness and morphology. We concluded that a multilayered polymer hydrogel membrane prepared using 5.0 wt% PMBV and 5.0 wt% PVA at a spinning rate of 2000 rpm was suitable for precise spatial control of cells in single layers. This multilayered polymer hydrogel membrane was used to prepare a single cell-laden layer to minimize barriers to the diffusion of bioactive compounds while preserving the three-dimensional (3-D) context. The pharmaceutical effects of one of the anticancer agents, paclitaxel, on a human cervical cancer line, HeLa cells, were evaluated <i>in vitro</i>, and the usability of this culture model was demonstrated.
DOI: 10.6084/m9.figshare.1572942
title: cardiac phantom and data

description: caridac data and phantom
DOI: 10.6084/m9.figshare.1572942.v1
title: cardiac phantom and data

description: caridac data and phantom
DOI: 10.6084/m9.figshare.1572936.v2
title: Fabrication of a live cell-containing multilayered polymer hydrogel membrane with micrometer-scale thickness to evaluate pharmaceutical activity

description: We propose a spinning-assisted layer-by-layer method for simple fabrication of a multilayered polymer hydrogel membrane that contains living cells. Hydrogel formation occurred based on the spontaneous cross-linking reaction between two polymers in aqueous solution. A water-soluble 2-methacryloyloxyethyl phosphorylcholine polymer bearing phenylboronic acid groups (PMBV) and poly(vinyl alcohol) (PVA) were used as polymers for hydrogel membrane formation. Changing the number of hydrogel membrane layers, polymer concentration, spinning rate, and processing time for diffusion-dependent gelation of PMBV and PVA facilitated the regulation of the multilayered polymer hydrogel membrane thickness and morphology. We concluded that a multilayered polymer hydrogel membrane prepared using 5.0 wt% PMBV and 5.0 wt% PVA at a spinning rate of 2000 rpm was suitable for precise spatial control of cells in single layers. This multilayered polymer hydrogel membrane was used to prepare a single cell-laden layer to minimize barriers to the diffusion of bioactive compounds while preserving the three-dimensional (3-D) context. The pharmaceutical effects of one of the anticancer agents, paclitaxel, on a human cervical cancer line, HeLa cells, were evaluated <i>in vitro</i>, and the usability of this culture model was demonstrated.
DOI: 10.6084/m9.figshare.1572632
title: IGD DATA

description: Decreased Prefrontal Lobe Interhemispheric Functional Connectivity in Adolescents with Internet Gaming Disorder: A Primary Study Using Resting-State fMRI" (10.1371/journal.pone.0118733).
DOI: 10.6084/m9.figshare.1572936.v1
title: Fabrication of a live cell-containing multilayered polymer hydrogel membrane with micrometer-scale thickness to evaluate pharmaceutical activity

description: We propose a spinning-assisted layer-by-layer method for simple fabrication of a multilayered polymer hydrogel membrane that contains living cells. Hydrogel formation occurred based on the spontaneous cross-linking reaction between two polymers in aqueous solution. A water-soluble 2-methacryloyloxyethyl phosphorylcholine polymer bearing phenylboronic acid groups (PMBV) and poly(vinyl alcohol) (PVA) were used as polymers for hydrogel membrane formation. Changing the number of hydrogel membrane layers, polymer concentration, spinning rate, and processing time for diffusion-dependent gelation of PMBV and PVA facilitated the regulation of the multilayered polymer hydrogel membrane thickness and morphology. We concluded that a multilayered polymer hydrogel membrane prepared using 5.0 wt% PMBV and 5.0 wt% PVA at a spinning rate of 2000 rpm was suitable for precise spatial control of cells in single layers. This multilayered polymer hydrogel membrane was used to prepare a single cell-laden layer to minimize barriers to the diffusion of bioactive compounds while preserving the three-dimensional (3-D) context. The pharmaceutical effects of one of the anticancer agents, paclitaxel, on a human cervical cancer line, HeLa cells, were evaluated <i>in vitro</i>, and the usability of this culture model was demonstrated.
DOI: 10.6084/m9.figshare.1572623
title: Oxygen Data

description: Data on stage identification for the time-lapse imaging
DOI: 10.6084/m9.figshare.1572625
title: asasaas

description: aaaa
DOI: 10.6084/m9.figshare.1572625.v1
title: asasaas

description: aaaa
DOI: 10.6084/m9.figshare.1572623.v1
title: Oxygen Data

description: Data on stage identification for the time-lapse imaging
DOI: 10.6084/m9.figshare.1572632.v1
title: IGD DATA

description: Decreased Prefrontal Lobe Interhemispheric Functional Connectivity in Adolescents with Internet Gaming Disorder: A Primary Study Using Resting-State fMRI" (10.1371/journal.pone.0118733).