cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14794182
title: BAT: Benchmark for Auto-bidding Task (Data and Code)

description: Abstract of this benchmark:



The optimization of bidding strategies for online advertising slot auctions presents a critical challenge across numerous digital marketplaces. A significant obstacle to the development, evaluation, and refinement of real-time autobidding algorithms is the scarcity of comprehensive datasets and standardized benchmarks.

To address this deficiency, we present an auction benchmark encompassing the two most prevalent auction formats. We implement a series of robust baselines on a novel dataset, addressing the most salient Real-Time Bidding (RTB) problem domains: budget pacing uniformity and Cost Per Click (CPC) constraint optimization. This benchmark provides a user-friendly and intuitive framework for researchers and practitioners to develop and refine innovative autobidding algorithms, thereby facilitating advancements in the field of programmatic advertising.


 

Note, this benchmark has both the data and the code.
DOI: 10.5281/zenodo.14795964
title: Field measurements related to the article 'Kinematic evolution of the Cephalonia-Lefkada Transform Fault zone: surface expression of slab deformation'

description: The file contains a list of the structural measurements collected between Sept 2022 and June 2024 along the onshore extension of the Cephalonia-Lefkada Transform Fault zone.

The table columns correspond to:



site ID, as it appears on the associated manuscript

coordinates of the site in latitude and longitude (decimal degrees)

strike (right-hand rule) and dip angle of the measured plane

pitch of the line on the plane

notes related to the measurements. I and II refer to the striae generation, where I= first generation (=older), II= second generation (= younger)
DOI: 10.34740/kaggle/dsv/10654924
title: Top Spotify Songs in 73 Countries (Daily Updated)
DOI: 10.5281/zenodo.14781591
title: Environmental profile and technological validation of new high-Tg unsaturated polyesters from fully bio-based monomers and reactive diluents - Dataset

description: Dataset for article: Journal of Polymers and the Environment, 2021, 29(4), pp. 1122–1133, https://doi.org/10.1007/s10924-020-01928-z
DOI: 10.5281/zenodo.14781592
title: Environmental profile and technological validation of new high-Tg unsaturated polyesters from fully bio-based monomers and reactive diluents - Dataset

description: Dataset for article: Journal of Polymers and the Environment, 2021, 29(4), pp. 1122–1133, https://doi.org/10.1007/s10924-020-01928-z
DOI: 10.5281/zenodo.14794205
title: Gene expression adaptation of metastases to their host tissue

description: The adaptation of metastatic cells to their host tissue critically determines the pathogenicity of a cancer and therefore patient survival. Yet, it remains elusive to what extent the host environment drives gene expression programs in metastatic cells. Here we identify adaptive mechanisms that enable metastases to establish themselves in a novel tissue context. We performed single-cell RNA-sequencing on malignant and benign tissue samples from untreated donors with colorectal adenocarcinoma and liver metastasis to deduce tissue adaptive expression patterns. A novel computational approach identified genes and pathways that consistently adapted to the host tissue on the transition level from the primary tumor to the paired metastasis across donors. We validated these findings in two other patient cohorts and revealed that the majority of expression changes in the metastasis reflect an expression signature reminiscent of benign liver epithelial cells. Cellular processes adapting to the liver environment include basic cellular functions such as energy metabolism, as well as tissue-specific pathways such as the regulation of lipid metabolism by PPAR-α. These adaptations potentially increase the pathogenicity of the metastatic cells and may provide new therapeutic strategies.
DOI: 10.5281/zenodo.14794206
title: Gene expression adaptation of metastases to their host tissue

description: The adaptation of metastatic cells to their host tissue critically determines the pathogenicity of a cancer and therefore patient survival. Yet, it remains elusive to what extent the host environment drives gene expression programs in metastatic cells. Here we identify adaptive mechanisms that enable metastases to establish themselves in a novel tissue context. We performed single-cell RNA-sequencing on malignant and benign tissue samples from untreated donors with colorectal adenocarcinoma and liver metastasis to deduce tissue adaptive expression patterns. A novel computational approach identified genes and pathways that consistently adapted to the host tissue on the transition level from the primary tumor to the paired metastasis across donors. We validated these findings in two other patient cohorts and revealed that the majority of expression changes in the metastasis reflect an expression signature reminiscent of benign liver epithelial cells. Cellular processes adapting to the liver environment include basic cellular functions such as energy metabolism, as well as tissue-specific pathways such as the regulation of lipid metabolism by PPAR-α. These adaptations potentially increase the pathogenicity of the metastatic cells and may provide new therapeutic strategies.
DOI: 10.5281/zenodo.14794181
title: BAT: Benchmark for Auto-bidding Task (Data and Code)

description: Abstract of this benchmark:



The optimization of bidding strategies for online advertising slot auctions presents a critical challenge across numerous digital marketplaces. A significant obstacle to the development, evaluation, and refinement of real-time autobidding algorithms is the scarcity of comprehensive datasets and standardized benchmarks.

To address this deficiency, we present an auction benchmark encompassing the two most prevalent auction formats. We implement a series of robust baselines on a novel dataset, addressing the most salient Real-Time Bidding (RTB) problem domains: budget pacing uniformity and Cost Per Click (CPC) constraint optimization. This benchmark provides a user-friendly and intuitive framework for researchers and practitioners to develop and refine innovative autobidding algorithms, thereby facilitating advancements in the field of programmatic advertising.


 

Note, this benchmark has both the data and the code.
DOI: 10.5281/zenodo.14795981
title: BAT: Benchmark for Auto-bidding Task (Data and Code)

description: Abstract of this benchmark:



The optimization of bidding strategies for online advertising slot auctions presents a critical challenge across numerous digital marketplaces. A significant obstacle to the development, evaluation, and refinement of real-time autobidding algorithms is the scarcity of comprehensive datasets and standardized benchmarks.

To address this deficiency, we present an auction benchmark encompassing the two most prevalent auction formats. We implement a series of robust baselines on a novel dataset, addressing the most salient Real-Time Bidding (RTB) problem domains: budget pacing uniformity and Cost Per Click (CPC) constraint optimization. This benchmark provides a user-friendly and intuitive framework for researchers and practitioners to develop and refine innovative autobidding algorithms, thereby facilitating advancements in the field of programmatic advertising.


 

Note, this benchmark has both the data and the code.
DOI: 10.5281/zenodo.14796001
title: Engineering properties and sustainability indices of seawater-mixed concretes produced with supplementary cementitious materials such as fly ash, slag, and metakaolin

description: This file consists of data from the published article titled, 'Seawater-mixed concretes containing supplementary cementitoius materials: Compressive strength, e-modulus, electrical resistivity, and life cycle assessment' in the journal Archives of civil and mechanical engineering. 

The excel file consists of 7 sheets and each sheet represents the data included from Fig 2 to Fig 8.  

Sheet 1 named as Compressive strength (Fig 2) consists of mean compressive strength values at ages 1, 7, 28, and 91 days in 20 concrete produced with and without seawater mixing and also its experimental standard deviation (of 4 replicas). 

Sheet 2 titled as Fig 3 (% change in strength) contains the % change in compressive strength (from 100 mm cube specimens) between fresh and seawater-mixed concretes. 

Sheet 3 consists of elastic modulus for 20 concrete mixes (100 mm dia and 200 mm height cylinders)  included in this study.  Both mean and standard deviation values (of 3 replicas) are listed. 

Sheet 4 named as Fig 5 (Resistivity) includes both surface and bulk resistivity measurements carried out in concrete cylinders (100 mm dia and 200 mm height) using Wenner resistivity 4 probe device.  Measurements were conducted on 3 different cylinders and each cylinder was measured at 4 locations (0, 90, 180, and 270 degrees).

Sheet 5 named as Fig 6 (Carbonation). This consists of mean and standard deviation values of carbonation depth measured in 100 mm diameter and 50 mm thick disc specimens.  Accelerated carbonation test was carried out in a chamber with CO2 concentration controlled at 5%, relative humidity (65%), and temperature 25 deg C. 

Sheet 6 named as Fig 7 (GWP) contains the calculated values of global warming potential for all the 20 concrete mixes considered in the study 

Sheet 7 named as Fig 8 (WDP) contains the calculated values of water depletion potential of 20 concretes made with fresh and seawater mixing.  

 

Note: Concrete mix description [Total binder content: 360 kg/cu.m, water-to-binder ratio: 0.45]

CC - CEM I

CF30 - CEM I + 30% Fly ash 

CS50 - CEM I + 50% Slag

CM30 - CEM I + 30% Metakaolin

CS20F10 - CEM I + 20% Slag + 10% Fly ash

CS30F15 - CEM I + 30% Slag + 15% Fly ash

CF20M10 - CEM I + 20% Fly ash + 10% Metakaolin

CF30M15 - CEM I + 30% Fly ash + 15% Metakaolin

CS20M10 - CEM I + 20% Slag + 10% Metakaolin

CS30M15 - CEM I + 30% Slag + 15% Metakaolin
DOI: 10.5281/zenodo.14796002
title: Engineering properties and sustainability indices of seawater-mixed concretes produced with supplementary cementitious materials such as fly ash, slag, and metakaolin

description: This file consists of data from the published article titled, 'Seawater-mixed concretes containing supplementary cementitoius materials: Compressive strength, e-modulus, electrical resistivity, and life cycle assessment' in the journal Archives of civil and mechanical engineering. 

The excel file consists of 7 sheets and each sheet represents the data included from Fig 2 to Fig 8.  

Sheet 1 named as Compressive strength (Fig 2) consists of mean compressive strength values at ages 1, 7, 28, and 91 days in 20 concrete produced with and without seawater mixing and also its experimental standard deviation (of 4 replicas). 

Sheet 2 titled as Fig 3 (% change in strength) contains the % change in compressive strength (from 100 mm cube specimens) between fresh and seawater-mixed concretes. 

Sheet 3 consists of elastic modulus for 20 concrete mixes (100 mm dia and 200 mm height cylinders)  included in this study.  Both mean and standard deviation values (of 3 replicas) are listed. 

Sheet 4 named as Fig 5 (Resistivity) includes both surface and bulk resistivity measurements carried out in concrete cylinders (100 mm dia and 200 mm height) using Wenner resistivity 4 probe device.  Measurements were conducted on 3 different cylinders and each cylinder was measured at 4 locations (0, 90, 180, and 270 degrees).

Sheet 5 named as Fig 6 (Carbonation). This consists of mean and standard deviation values of carbonation depth measured in 100 mm diameter and 50 mm thick disc specimens.  Accelerated carbonation test was carried out in a chamber with CO2 concentration controlled at 5%, relative humidity (65%), and temperature 25 deg C. 

Sheet 6 named as Fig 7 (GWP) contains the calculated values of global warming potential for all the 20 concrete mixes considered in the study 

Sheet 7 named as Fig 8 (WDP) contains the calculated values of water depletion potential of 20 concretes made with fresh and seawater mixing.  

 

Note: Concrete mix description [Total binder content: 360 kg/cu.m, water-to-binder ratio: 0.45]

CC - CEM I

CF30 - CEM I + 30% Fly ash 

CS50 - CEM I + 50% Slag

CM30 - CEM I + 30% Metakaolin

CS20F10 - CEM I + 20% Slag + 10% Fly ash

CS30F15 - CEM I + 30% Slag + 15% Fly ash

CF20M10 - CEM I + 20% Fly ash + 10% Metakaolin

CF30M15 - CEM I + 30% Fly ash + 15% Metakaolin

CS20M10 - CEM I + 20% Slag + 10% Metakaolin

CS30M15 - CEM I + 30% Slag + 15% Metakaolin
DOI: 10.15468/dl.8qhqru
title: Occurrence Download

description: A dataset containing 899475 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Ecuador",
 "GadmGid is one of (ECU.22_1, ECU.17_1, ECU.16_1, ECU.18_1, ECU.24_1, ECU.15_1, ECU.8_1, ECU.14_1, ECU.21_1, ECU.10_1, ECU.20_1, ECU.7_1, ECU.13_1, ECU.4_1, ECU.11_1, ECU.19_1, ECU.6_1, ECU.23_1, ECU.2_1, ECU.5_1, ECU.3_1, ECU.1_1, ECU.12_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 899475 records from 250 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010805-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14795901
title: Survey Data on Parental Policy Awareness and Economic Status in Children's Piano Education (Dataset 1);Survey Data on Age, Learning Duration, and Economic Background in Piano Education (Dataset 2)

description: This dataset contains survey responses from piano learners and their parents across different regions in China, focusing on policy awareness, economic status, age, and children's piano learning duration. It categorizes participants based on tier-1 and non-tier-1 city distribution, providing insights into how regional economic backgrounds influence parental investment in piano education. Additionally, the data explores the correlation between learning duration, policy-driven educational choices, and the impact of socio-economic factors on sustained engagement in piano learning.
DOI: 10.5281/zenodo.14795902
title: Survey Data on Parental Policy Awareness and Economic Status in Children's Piano Education (Dataset 1);Survey Data on Age, Learning Duration, and Economic Background in Piano Education (Dataset 2)

description: This dataset contains survey responses from piano learners and their parents across different regions in China, focusing on policy awareness, economic status, age, and children's piano learning duration. It categorizes participants based on tier-1 and non-tier-1 city distribution, providing insights into how regional economic backgrounds influence parental investment in piano education. Additionally, the data explores the correlation between learning duration, policy-driven educational choices, and the impact of socio-economic factors on sustained engagement in piano learning.
DOI: 10.15468/dl.3wcyze
title: Occurrence Download

description: A dataset containing 444 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is NCSM Mollusk Collection",
 "TaxonKey is Triodopsis Rafinesque, 1819"
 ]
}

 The dataset includes 444 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010810-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/06059a68275f7d0c56c9055df3288aac
title: Microclimate temperature effects propagate across scales in forest ecosystems, Berchtesgaden National Park, Bavaria, Germany

description: Context: Forest canopies shape subcanopy environments, affecting biodiversity and ecosystem processes. Empirical forest microclimate studies are often restricted to local scales and short-term effects, but forest dynamics unfold at landscape scales and over long time periods.
 
 Objectives: We developed the first explicit and dynamic implementation of microclimate temperature buffering in a forest landscape model and investigated effects on simulated forest dynamics and outcomes.
 
 Methods: We adapted the individual-based forest landscape and disturbance model iLand to use microclimate temperature for three processes [decomposition, bark beetle (Ips typographus L.) development, and tree seedling establishment]. We simulated forest dynamics with or without microclimate temperature buffering in a temperate European mountain landscape under historical climate and disturbance conditions.
DOI: 10.15468/dl.qxxr35
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "GadmGid is CAN.2_1",
 "TaxonKey is Mesenchytraeus antaeus Rota & Brinkhurst, 2000"
 ]
}

 The dataset includes 11 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010812-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f55grp
title: Occurrence Download

description: A dataset containing 444 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is NCSM Mollusk Collection",
 "TaxonKey is Triodopsis Rafinesque, 1819"
 ]
}

 The dataset includes 444 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010811-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25934/pr00007810
title: Machine learning model to predict cancer immunotherapy response

description: Recently, as a treatment of cancer, immune system based therapy, also known as immunotherapy, is widely used. Immune checkpoints are part of the immune system and they exist to prohibit an immune response from being too strong that it kills normal cells in the body.  
Immune checkpoints start working when proteins on the surface of T-cells, a type of immune cells that are developed from stem cells in the bone marrow and have an essential role in the adaptive immune response, recognize and bind to partner proteins on other cells such as tumor cells. When the binding is solid, an "off" signal is sent to the T-cells which can prevent the immune system from attacking the tumor cells.
Immunotherapy treatments called immune checkpoint blockade "blocks" the checkpoint proteins from binding with their partners, hence, prevents the "off" signal from being sent. This allows the T-cells to kill tumor cells.   

Immune checkpoint blockade (ICB) has saved the lives of many patients with metastatic cancers. Metastatic cancer is a cancer that has spread from the part of the body where it started (the primary site) to other parts of the body. When cancer cells break away from a tumor, they can travel to other parts of the body through the bloodstream or the lymph system. In the United States, 6% of women have metastatic breast cancer when they are first diagnosed.

Melanoma is a type of cancer that ICB therapy is widely used for the first line treatment these days. The 3-year overall survival for advanced melanoma has increased from 12% before 2010, when standard of care was chemotherapy, to approximately 60% using ICB therapy such as PD-1/PD-L1 inhibitors. PD-1 is a type of immune checkpoint proteins which is expressed on the surface of immune cells such as T-cells. This protein ensures the ability of the body’s immune response. When PD-1 is bound to its partner protein, PD-L1, it helps keep T cells from killing other cells, including tumor cells. Tumor cells often express PD-L1 on their surface, hence they can escape from the immune response. PD-1/PD-L1 inhibitors are a group of immune checkpoint blockade which suppress the activity of PD-1/PD-L1 proteins. When these proteins are blocked, the “off” signals from the immune system are released and the ability of T cells to kill tumor cells is increased. Although the effect of this treatment is significantly evident, the cost of treatment is still quite high and only less than 20% of cancer patients show response to this type of immunotherapy. Therefore, it is crucial that we build a guideline that can aid a patient to have the most beneficial treatment with positive outcomes. An accurate method for pre-therapy identification of patients whose tumors will respond to ICB would be of significant benefit.
DOI: 10.5281/zenodo.14786406
title: FQ Format DNA Data of an entity known as "eiritana" 7z.003

description: FQ data for the entity known as "eiritana"

7z.003

use with notification / attribution 

contact for archive pw
DOI: 10.5281/zenodo.14786407
title: FQ Format DNA Data of an entity known as "eiritana" 7z.003

description: FQ data for the entity known as "eiritana"

7z.003

use with notification / attribution 

contact for archive pw
DOI: 10.5281/zenodo.14786332
title: FQ Format DNA Data of an entity known as "eiritana" 7z.002

description: FQ data for the entity known as "eiritana"

7z.002

use with notification / attribution 

contact for archive pw
DOI: 10.5281/zenodo.14786333
title: FQ Format DNA Data of an entity known as "eiritana" 7z.002

description: FQ data for the entity known as "eiritana"

7z.002

use with notification / attribution 

contact for archive pw
DOI: 10.5281/zenodo.14794968
title: FQ Format DNA Data of an entity known as "eiritana" 7z.005

description: FQ data for the entity known as "eiritana"

7z.002

use with notification / attribution 

contact for archive pw
DOI: 10.5281/zenodo.14794969
title: FQ Format DNA Data of an entity known as "eiritana" 7z.005

description: FQ data for the entity known as "eiritana"

7z.002

use with notification / attribution 

contact for archive pw
DOI: 10.5281/zenodo.14794307
title: Understanding the Adoption of Modern JavaScript Features: An Empirical Study on Open-Source Systems

description: This repository contains the data and analysis from an empirical study investigating the adoption trends of modern JavaScript features introduced with ECMAScript 6 (ES6) and beyond. By mining the source code history of 158 open-source JavaScript projects, the study identifies efforts to rejuvenate legacy code by replacing outdated constructs with modern ones. The findings highlight the extensive use of modern features, their widespread adoption within one to two years after ES6's release, and ongoing trends in the rejuvenation of JavaScript codebases.





scripts.zip: Contains Python scripts used to analyze data and generate the graphs presented in the study's results.


scripts-threats-analysis.zip:  Contains the Python scripts used to analyze the projects without applying the study's filtering criteria and to generate the table presented in the Threats to Validity section.



jsminer-tool.zip: Includes the tool developed to analyze GitHub repository history and collect metrics on the adoption of modern JavaScript features.




jsminer_database_backup.zip: Provides a PostgreSQL database dump containing all code review comments from the repositories analyzed in the study.