cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57760/sciencedb.j00189.00031
title: Conformation and dynamics of a long active polymer chain confined in a circular cavity
title: Conformation and dynamics of a long active polymer chain confined in a circular cavity

description: data of the Fig.2 - 10 in the paper titled "Conformation and dynamics of a long active polymer chain confined in a circular cavity"
description: data of the Fig.2 - 10 in the paper titled "Conformation and dynamics of a long active polymer chain confined in a circular cavity"
DOI: 10.57760/sciencedb.14495
title: Feature data of training set and verification set in utLIFE-PC article
title: Feature data of training set and verification set in utLIFE-PC article

description: File description:1. train.Mutation_Meth_CNV_data.xls : The feature matrix file used in the training model includes sample name, point mutation data, methylation data and CNV data. The first column must be the sample name.2. train.sample_label.xls : Pathological information of the training set samples, where 1 represents prostate cancer and 0 represents non-prostate cancer.3. validation.Mutation_Meth_CNV_data.xls : The feature matrix file used in validation set includes sample name, point mutation data, methylation dataand CNV data. The first column must be the sample name.4. validation.sample_label.xls : Pathological information of the validation set samples, where 1 represents prostate cancer and 0 represents non-prostate cancer.
description: File description:1. train.Mutation_Meth_CNV_data.xls : The feature matrix file used in the training model includes sample name, point mutation data, methylation data and CNV data. The first column must be the sample name.2. train.sample_label.xls : Pathological information of the training set samples, where 1 represents prostate cancer and 0 represents non-prostate cancer.3. validation.Mutation_Meth_CNV_data.xls : The feature matrix file used in validation set includes sample name, point mutation data, methylation dataand CNV data. The first column must be the sample name.4. validation.sample_label.xls : Pathological information of the validation set samples, where 1 represents prostate cancer and 0 represents non-prostate cancer.
DOI: 10.57760/sciencedb.14763
title: Quantitative result(s)&response curve
title: Quantitative result(s)&response curve

description: Information on Internal Standards for GC-MS
description: Information on Internal Standards for GC-MS
DOI: 10.57760/sciencedb.14508
title: Feature data of training set and verification set in utLIFE-PC article
title: Feature data of training set and verification set in utLIFE-PC article

description: File description:1. train.Mutation_Meth_CNV_data.xls : The feature matrix file used in the training model includes sample name, point mutation data, methylation data and CNV data. The first column must be the sample name.2. train.sample_label.xls : Pathological information of the training set samples, where 1 represents prostate cancer and 0 represents non-prostate cancer.3. validation.Mutation_Meth_CNV_data.xls : The feature matrix file used in validation set includes sample name, point mutation data, methylation dataand CNV data. The first column must be the sample name.4. validation.sample_label.xls : Pathological information of the validation set samples, where 1 represents prostate cancer and 0 represents non-prostate cancer.
description: File description:1. train.Mutation_Meth_CNV_data.xls : The feature matrix file used in the training model includes sample name, point mutation data, methylation data and CNV data. The first column must be the sample name.2. train.sample_label.xls : Pathological information of the training set samples, where 1 represents prostate cancer and 0 represents non-prostate cancer.3. validation.Mutation_Meth_CNV_data.xls : The feature matrix file used in validation set includes sample name, point mutation data, methylation dataand CNV data. The first column must be the sample name.4. validation.sample_label.xls : Pathological information of the validation set samples, where 1 represents prostate cancer and 0 represents non-prostate cancer.
DOI: 10.57760/sciencedb.14522
title: utLIFE-PC Algorithm code
title: utLIFE-PC Algorithm code

description: File description:1. random_forest.pkl : The utLIFE-PC model obtained by training the training set.2. utLIFE-PC.predict.py : Python scripts used to predict data sets.3. run.utLIFE-PC.predict.sh : A shell file that executes the prediction script. The input of --outid parameter and --outpath parameter needs to be modified.Usage:  sh run.utLIFE-PC.predict.sh 
description: File description:1. random_forest.pkl : The utLIFE-PC model obtained by training the training set.2. utLIFE-PC.predict.py : Python scripts used to predict data sets.3. run.utLIFE-PC.predict.sh : A shell file that executes the prediction script. The input of --outid parameter and --outpath parameter needs to be modified.Usage:  sh run.utLIFE-PC.predict.sh
DOI: 10.57760/sciencedb.j00133.00372
title: Chinese-English Translation Dataset for Humanities and Social Sciences
title: 人文社会科学汉英翻译数据集

description: The dataset comes from Exploring the Construction of Chinese-English Terminology Knowledge Base in the Humanities and Social Sciences: Theory and Methods, published by Nanjing University Press, which is written to meet the needs of two-way information exchange and research in the field of humanities and social sciences in Chinese and English. In order to construct a high-quality dataset to improve the performance of the large language model and to cover more disciplinary categories in the humanities and social sciences, the methods of data expansion and feature extraction are adopted to preprocess the collected data, and to obtain a batch of high-quality Chinese-English terminology cross-referenced data corpus of different disciplinary categories in the field of humanities and social sciences. The collected Chinese-English data are combined to construct a Chinese-English bi-directional dataset. For the experimental work of instruction fine-tuning, a variety of instruction prompts are designed, and different prompts will significantly affect the output results of the model, and the final choice is to incorporate the disciplines of the humanities and social sciences into the structural attribute of instruction as the command fine-tuning. The final choice is to incorporate the disciplines of humanities and social sciences into the structural attribute "instruction" as the prompt for instruction fine-tuning.
description: The dataset comes from Exploring the Construction of Chinese-English Terminology Knowledge Base in the Humanities and Social Sciences: Theory and Methods, published by Nanjing University Press, which is written to meet the needs of two-way information exchange and research in the field of humanities and social sciences in Chinese and English. In order to construct a high-quality dataset to improve the performance of the large language model and to cover more disciplinary categories in the humanities and social sciences, the methods of data expansion and feature extraction are adopted to preprocess the collected data, and to obtain a batch of high-quality Chinese-English terminology cross-referenced data corpus of different disciplinary categories in the field of humanities and social sciences. The collected Chinese-English data are combined to construct a Chinese-English bi-directional dataset. For the experimental work of instruction fine-tuning, a variety of instruction prompts are designed, and different prompts will significantly affect the output results of the model, and the final choice is to incorporate the disciplines of the humanities and social sciences into the structural attribute of instruction as the command fine-tuning. The final choice is to incorporate the disciplines of humanities and social sciences into the structural attribute "instruction" as the prompt for instruction fine-tuning.
DOI: 10.57760/sciencedb.partic.00015
title: PEGylated graphene oxide-mediated stimulation of vascular endothelial cells and responsive release of PD-1/PD-L1 inhibitor for efficient chemo-immunotherapy against cancer
title: PEGylated graphene oxide-mediated stimulation of vascular endothelial cells and responsive release of PD-1/PD-L1 inhibitor for efficient chemo-immunotherapy against cancer

description: Immune checkpoint blockade (ICB) has emerged as a promising immunotherapeutic modality against cancer in the clinic. However, only 10–30% of patients respond to ICB, primarily due to poor immunogenicity and insufficient T cell infiltration in solid tumors. Herein, we presented an approach for high-performance cancer treatment using the programmed cell death protein-1 and programmed cell death ligand-1 (PD-1/PD-L1) inhibitor (BMS-202)-loaded PEGylated graphene oxide (GPi). On the one hand, GPi dissociated tight junctions of vascular endothelial cells (VECs) in tumor, thus promoting the extravasation and intratumoral accumulation of liposomal doxorubicin (LipDox), which then effectively induced immunogenic cell death of tumor cells. On the other hand, GPi also stimulated VECs to upregulate the expression of cell-cell interaction molecules, such as intercellular cell adhesion molecule-1 and vascular cell adhesion molecule-1, which facilitated the infiltration of T cells in tumor. Beyond acting as a stimulator of VECs, GPi could exert responsive release of BMS-202 under the acidic tumor microenvironment and blockade PD-1/PD-L1 axis in tumors. Finally, the alternating administration of GPi and LipDox effectively inhibited tumor growth in a 4T1 tumor model, providing a novel treatment mode for chemo-immunotherapy.
description: Immune checkpoint blockade (ICB) has emerged as a promising immunotherapeutic modality against cancer in the clinic. However, only 10–30% of patients respond to ICB, primarily due to poor immunogenicity and insufficient T cell infiltration in solid tumors. Herein, we presented an approach for high-performance cancer treatment using the programmed cell death protein-1 and programmed cell death ligand-1 (PD-1/PD-L1) inhibitor (BMS-202)-loaded PEGylated graphene oxide (GPi). On the one hand, GPi dissociated tight junctions of vascular endothelial cells (VECs) in tumor, thus promoting the extravasation and intratumoral accumulation of liposomal doxorubicin (LipDox), which then effectively induced immunogenic cell death of tumor cells. On the other hand, GPi also stimulated VECs to upregulate the expression of cell-cell interaction molecules, such as intercellular cell adhesion molecule-1 and vascular cell adhesion molecule-1, which facilitated the infiltration of T cells in tumor. Beyond acting as a stimulator of VECs, GPi could exert responsive release of BMS-202 under the acidic tumor microenvironment and blockade PD-1/PD-L1 axis in tumors. Finally, the alternating administration of GPi and LipDox effectively inhibited tumor growth in a 4T1 tumor model, providing a novel treatment mode for chemo-immunotherapy.
DOI: 10.57760/sciencedb.14533
title: Sb4O5Cl2 Embedded in Carbon Polyhedra For Fast Charge Kinetics Towards High-Capacity Lithium-ion Capacitors
title: Sb4O5Cl2 Embedded in Carbon Polyhedra For Fast Charge Kinetics Towards High-Capacity Lithium-ion Capacitors

description: SbOx with high theoretical capacity are regarded as ideal negative electrode materials for lithium-ion capacitors (LICs). However, its poor conductivity and vast volume change during lithiation/de-lithiation process limit electrochemical performance and practical application. Herein, we present an atomic-scale structural engineering strategy to confine Sb4O5Cl2 nanoclusters in zeolitic imidazolate framework (ZIF)-derived carbon polyhedra (ZCP) as a pomegranate-like polyhedra composite anode. The incorporation of Sb4O5Cl2 and carbon polyhedral regulate the Femi level and coordination environment of Sb atoms for enhanced electronic conductivity and accelerated ion-transfer kinetics. Moreover, the obtained pomegranate-like structure can accommodate the volume expansion of Sb4O5Cl2 during cycling. As a result, the Sb4O5Cl2@ZCP electrode exhibits a high capacity of about 800 mAh g-1 and excellent cyclic stability. The LICs based on the Sb4O5Cl2@ZCP anode and active carbon cathode possesses a high energy density of 122 Wh kg-1 and a power density of 9.7 kW kg-1. Simultaneously, a halogen ion substitution chemistry is also disclosed for high-performance doped SbOx. This study provides effective guidelines for the design of large-capacity and high-rate anode in LICs
description: SbOx with high theoretical capacity are regarded as ideal negative electrode materials for lithium-ion capacitors (LICs). However, its poor conductivity and vast volume change during lithiation/de-lithiation process limit electrochemical performance and practical application. Herein, we present an atomic-scale structural engineering strategy to confine Sb4O5Cl2 nanoclusters in zeolitic imidazolate framework (ZIF)-derived carbon polyhedra (ZCP) as a pomegranate-like polyhedra composite anode. The incorporation of Sb4O5Cl2 and carbon polyhedral regulate the Femi level and coordination environment of Sb atoms for enhanced electronic conductivity and accelerated ion-transfer kinetics. Moreover, the obtained pomegranate-like structure can accommodate the volume expansion of Sb4O5Cl2 during cycling. As a result, the Sb4O5Cl2@ZCP electrode exhibits a high capacity of about 800 mAh g-1 and excellent cyclic stability. The LICs based on the Sb4O5Cl2@ZCP anode and active carbon cathode possesses a high energy density of 122 Wh kg-1 and a power density of 9.7 kW kg-1. Simultaneously, a halogen ion substitution chemistry is also disclosed for high-performance doped SbOx. This study provides effective guidelines for the design of large-capacity and high-rate anode in LICs
DOI: 10.15468/dl.pvg9y5
title: Occurrence Download

description: A dataset containing 250077 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Herbarium GB, University of Gothenburg"
 ]
}

 The dataset includes 250077 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001122-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.14543
title: Dinucleotide Composition and Synonymous Codon Usage Bias in the Nucleoprotein Gene of Influenza A (H1N1): Genetic Insights into Human-Virus Interaction
title: Dinucleotide Composition and Synonymous Codon Usage Bias in the Nucleoprotein Gene of Influenza A (H1N1): Genetic Insights into Human-Virus Interaction

description: This dataset includes the dinucleotide composition and synonymous codon usage bias in the nucleoprotein gene of Influenza A (H1N1). Collected from diverse viral strains, the data aims to provide genetic insights into human-virus interactions, highlighting the potential impacts of codon usage on viral replication and pathogenesis.
description: This dataset includes the dinucleotide composition and synonymous codon usage bias in the nucleoprotein gene of Influenza A (H1N1). Collected from diverse viral strains, the data aims to provide genetic insights into human-virus interactions, highlighting the potential impacts of codon usage on viral replication and pathogenesis.
DOI: 10.57760/sciencedb.partic.00016
title: Supersaturation-driven self-assembly formation of ceftriaxone sodium spherulites: From amorphous form to spherulites
title: Supersaturation-driven self-assembly formation of ceftriaxone sodium spherulites: From amorphous form to spherulites

description: Drug particles with spherical morphology possess amazing advantages in terms of particle flowability, mechanical properties, drug solubility, and bioavailability. The growth mechanism of drug spherulite is of great importance for the preparation and regulation of spherulites. Herein, ceftriaxone sodium spherulites were fabricated by the antisolvent crystallization method using dropwise addition of ceftriaxone sodium solution to acetone. Online observation of the whole crystallization process combined with electron microscopy technique revealed the spherical growth process from amorphous form to spherulites. As the supersaturation of the crystallization system was adjusted, the ceftriaxone sodium crystals transformed from amorphous form to spherulites. In the process of antisolvent crystallization with acetone as antisolvent, when the theoretical supersaturation degree S was higher than 2.62, the crystallization system tended to appear amorphous form; when S was between 2.57 and 2.62, the amorphous form transformed into clustered spherulites; when S was less than 2.57, the surface of spherulites will be covered with flaky crystal, which transformed into urchin-like type. With the understanding of the spherical growth mechanism, the ceftriaxone sodium spherulites prepared in this research with modified supersaturation control had a low residue of antisolvent acetone, and the flowability was significantly improved.
description: Drug particles with spherical morphology possess amazing advantages in terms of particle flowability, mechanical properties, drug solubility, and bioavailability. The growth mechanism of drug spherulite is of great importance for the preparation and regulation of spherulites. Herein, ceftriaxone sodium spherulites were fabricated by the antisolvent crystallization method using dropwise addition of ceftriaxone sodium solution to acetone. Online observation of the whole crystallization process combined with electron microscopy technique revealed the spherical growth process from amorphous form to spherulites. As the supersaturation of the crystallization system was adjusted, the ceftriaxone sodium crystals transformed from amorphous form to spherulites. In the process of antisolvent crystallization with acetone as antisolvent, when the theoretical supersaturation degree S was higher than 2.62, the crystallization system tended to appear amorphous form; when S was between 2.57 and 2.62, the amorphous form transformed into clustered spherulites; when S was less than 2.57, the surface of spherulites will be covered with flaky crystal, which transformed into urchin-like type. With the understanding of the spherical growth mechanism, the ceftriaxone sodium spherulites prepared in this research with modified supersaturation control had a low residue of antisolvent acetone, and the flowability was significantly improved.
DOI: 10.57760/sciencedb.hjs.00136
title: Influence of Mushy Zone Constant on Solid-Liquid Phase Change Behaviors and Characteristics of Molten Salt in Filling Process
title: 糊状区常数对熔盐液固相变行为特性的影响研究

description: Molten salt reactor is a promising type of reactor with excellent safety and economy benefiting from the stable properties of its molten salt coolant at high temperatures. However, the freezing point of molten salt is usually high enough presencing a risk of coolant freezing that plugs pipelines, the phenomenon of its solid-liquid phase changing is an essential problem. Aims to present the process of the molten salt filling cold pipe with solidification-melting behaviors and study a relatively suitable value of mushy zone constant for molten salt.The commercial CFD code is used to numerically simulate the process and a existing experiment is used to support the research. The cases results show that mushy zone constant (5×103≤A-mush≤5×105) significantly affect penetration distance and A-mush= 5×104 is suitable for molten salt in mushy zone. Based on the study, proper selection of mushy zone constant is very much necessary for the accurate prediction of solid-liquid phase change behaviors and characteristics. The transient process of molten salt filling cold pipe is presented detailedly and a method for determining the mushy zone constant is proposed.
description: Molten salt reactor is a promising type of reactor with excellent safety and economy benefiting from the stable properties of its molten salt coolant at high temperatures. However, the freezing point of molten salt is usually high enough presencing a risk of coolant freezing that plugs pipelines, the phenomenon of its solid-liquid phase changing is an essential problem. Aims to present the process of the molten salt filling cold pipe with solidification-melting behaviors and study a relatively suitable value of mushy zone constant for molten salt.The commercial CFD code is used to numerically simulate the process and a existing experiment is used to support the research. The cases results show that mushy zone constant (5×103≤A-mush≤5×105) significantly affect penetration distance and A-mush= 5×104 is suitable for molten salt in mushy zone. Based on the study, proper selection of mushy zone constant is very much necessary for the accurate prediction of solid-liquid phase change behaviors and characteristics. The transient process of molten salt filling cold pipe is presented detailedly and a method for determining the mushy zone constant is proposed.
DOI: 10.57760/sciencedb.14556
title: Smart Greenhouse Project
title: Smart Greenhouse Project

description: Students' responses to an instrument that measures their attitude toward programming.
description: Students' responses to an instrument that measures their attitude toward programming.
DOI: 10.57760/sciencedb.14562
title: General clinical data of the patient
title: General clinical data of the patient

description: 患者一般临床数据的表格含义：横行表示研究指标（包括临床特征、测试指标和磁共振成像特征），纵柱表示研究患者的匿名代码患者一般临床资料的表格含义：横行表示研究指标（包括临床特征、测试指标和磁共振成像特征），纵柱表示研究患者的一般临床数据
description: 患者一般临床数据的表格含义：横行表示研究指标（包括临床特征、测试指标和磁共振成像特征），纵柱表示研究患者的匿名代码患者一般临床资料的表格含义：横行表示研究指标（包括临床特征、测试指标和磁共振成像特征），纵柱表示研究患者的一般临床数据
DOI: 10.15468/dl.hb3nah
title: Occurrence Download

description: A dataset containing 249920 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Herbarium - Instituto Nacional de Pesquisas da Amazônia (INPA)"
 ]
}

 The dataset includes 249920 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001121-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5s2q4q
title: Occurrence Download

description: A dataset containing 253043 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Northern Territory Museum and Art Gallery provider for OZCAM"
 ]
}

 The dataset includes 253043 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001124-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.