cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.xjuswk
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Crocodylus intermedius (Graves, 1819)"
 ]
}

 The dataset includes 34 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020440-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pn3gq9
title: Occurrence Download

description: A dataset containing 559455 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-31.565747 32.097476, 2.479608666666667 32.097476, 2.479608666666667 49.184106666666665, -31.565747 49.184106666666665, -31.565747 32.097476))",
 "EventDate is 2018-09-01,2018-09-30"
 ]
}

 The dataset includes 559455 records from 733 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020422-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uzhh6h
title: Occurrence Download

description: A dataset containing 1182418 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is one of (Colubridae, Viperidae, Elapidae, Boidae, Pythonidae, Lamprophiidae, Dipsadidae, Natricidae, Anomalepididae, Leptotyphlopidae, Typhlopidae, Xenotyphlopidae, Gerrhopilidae, Acrochordidae, Bolyeriidae, Pareidae, Xenodermidae, Tropidophiidae, Aniliidae, Uropeltidae, Cylindrophiidae, Anomochilidae, Loxocemidae, Charinidae, Pseudoxyrhophiidae, Atractaspididae, Prosymnidae, Pseudaspididae, Sibynophiidae)"
 ]
}

 The dataset includes 1182418 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050883-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30876641.v1
title: <b>High-quality Genome Assembly and Annotation of Inactivated Animal Vaccine Bacteria Strains in South Korea</b>

description: Data file of '<b>High-quality Genome Assembly and Annotation of Inactivated Animal Vaccine Bacteria Strains in South Korea</b>'
DOI: 10.15468/dl.eyhhx4
title: Occurrence Download

description: A dataset containing 5801 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Occurrence evidence, Human Observation)",
 "Continent is Asia",
 "Country is Indonesia",
 "GadmGid is IDN.31_1"
 ]
}

 The dataset includes 5801 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050900-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sj9ysm
title: Occurrence Download

description: A dataset containing 24319 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acinonyx jubatus, Aeretes melanopterus, Aeromys tephromelas, Aethalops alecto, Ailuropoda melanoleuca, Ailurus fulgens, Alexandromys fortis, Alexandromys limnophilus, Alticola stoliczkanus, Anathana ellioti, Anourosorex assamensis, Anourosorex schmidi, Anourosorex squamipes, Antilope cervicapra, Apodemus agrarius, Apodemus chevrieri, Apodemus draco, Apodemus gurkha, Apodemus latronum, Apodemus pallipes, Apodemus peninsulae, Arctictis binturong, Arctogalidia trivirgata, Arctonyx albogularis, Arctonyx collaris, Arielulus circumdatus, Arielulus societatis, Aselliscus dongbacanus, Aselliscus stoliczkanus, Atherurus macrourus)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 24319 records from 160 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050901-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bztmrm
title: Occurrence Download

description: A dataset containing 56759 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "DecimalLatitude is greater than or equal to -15.914722",
 "DecimalLatitude is less than or equal to -10.914722",
 "DecimalLongitude is greater than or equal to 145.0",
 "DecimalLongitude is less than or equal to 150.0",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 56759 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050872-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.keuj4v
title: Occurrence Download

description: A dataset containing 198264 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is one of (France, Germany, Spain)",
 "DatasetKey is iNaturalist Research-grade Observations",
 "OccurrenceStatus is Present",
 "TaxonKey is Agaricomycetes"
 ]
}

 The dataset includes 198264 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050889-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d9qzg3
title: Occurrence Download

description: A dataset containing 33222 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Axis axis, Balionycteris maculata, Balionycteris seimundi, Bandicota bengalensis, Bandicota indica, Bandicota savilei, Barbastella darjelingensis, Barbastella leucomelas, Belomys pearsonii, Berylmys berdmorei, Berylmys bowersi, Berylmys mackenziei, Berylmys manipulus, Biswamoyopterus biswasi, Biswamoyopterus laoensis, Blarinella griselda, Blarinella quadraticauda, Blarinella wardi, Bos gaurus, Bos javanicus, Bos sauveli, Boselaphus tragocamelus, Budorcas taxicolor, Callosciurus caniceps, Callosciurus erythraeus, Callosciurus finlaysonii, Callosciurus inornatus, Callosciurus nigrovittatus, Callosciurus notatus, Callosciurus phayrei)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 33222 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050902-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bbdukt
title: Occurrence Download

description: A dataset containing 196 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Artocarpus lakoocha"
 ]
}

 The dataset includes 196 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050903-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gy2e9t
title: Occurrence Download

description: A dataset containing 4434 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dontostemon"
 ]
}

 The dataset includes 4434 records from 123 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050905-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30866282
title: ssmvep accuracy test

description: Experiment DesignThis was an offline Brain-Computer Interface (BCI) experiment designed to evaluate the accuracy of the Task Discrimination Component Analysis (TDCA) algorithm using the Steady-State Motion Visual Evoked Potential (SSMVEP) paradigm. The experiment was divided into a training phase (20 trials) and a testing phase (40 trials).The visual stimulation consisted of two composite stimuli, one positioned on the left and one on the right of the screen. Each stimulus featured a character image overlaid on a corresponding circular background. Like, the left character performed a left leg-lifting action and corresponding circular backgrounds performed a zoom motion. The two composite stimuli moved at distinct frequencies: 7 Hz (left) and 8 Hz (right). The stimuli were presented in a pseudorandom order throughout the experiment.The procedure for each trial, which lasted a total of 5.5 seconds, was as follows:Cue Phase (2.0 s): A yellow inverted triangle appeared, visually cueing the target stimulus (left or right). Subjects were instructed to quickly shift their gaze to the target.Stimulation Phase (2.5 s): The corresponding character figure and background circle began to move concurrently 0.5 seconds after the cue onset.Training Stage: No feedback was provided.Testing Stage: A green inverted triangle was displayed below the character image to facilitate continuous visual fixation. <i>Crucially, the position of this green feedback was dependent on the real-time TDCA decoding results.</i>Rest Phase (1.0 s): Immediately following the stimulation offset, the screen remained static. A sound cue was given, indicating a brief rest before the next trial began.In this experiment, 20 subjects participants were involved in the test. Electroencephalography (EEG) data were acquired using a custom-made 8-channel device at a sampling rate of 250 Hz. Eight electrodes were placed over the parietal and occipital areas (PO3, PO4, PO7, PO8, POz, Oz, O1, and O2) to specifically record SSMVEPs. The Task Discrimination (TDCA) algorithm was used for data decoding.The raw data were stored in a CSV file (or corresponding label files) with 11 columns, where the first eight columns represent the raw EEG signals. The remaining columns contain metadata: corresponding to trial, phase, and position separately.ResultsThe average decoding accuracy achieved using the TDCA algorithm across all participants was 77.5%.<br>
DOI: 10.6084/m9.figshare.30866282.v2
title: ssmvep accuracy test

description: Experiment DesignThis was an offline Brain-Computer Interface (BCI) experiment designed to evaluate the accuracy of the Task Discrimination Component Analysis (TDCA) algorithm using the Steady-State Motion Visual Evoked Potential (SSMVEP) paradigm. The experiment was divided into a training phase (20 trials) and a testing phase (40 trials).The visual stimulation consisted of two composite stimuli, one positioned on the left and one on the right of the screen. Each stimulus featured a character image overlaid on a corresponding circular background. Like, the left character performed a left leg-lifting action and corresponding circular backgrounds performed a zoom motion. The two composite stimuli moved at distinct frequencies: 7 Hz (left) and 8 Hz (right). The stimuli were presented in a pseudorandom order throughout the experiment.The procedure for each trial, which lasted a total of 5.5 seconds, was as follows:Cue Phase (2.0 s): A yellow inverted triangle appeared, visually cueing the target stimulus (left or right). Subjects were instructed to quickly shift their gaze to the target.Stimulation Phase (2.5 s): The corresponding character figure and background circle began to move concurrently 0.5 seconds after the cue onset.Training Stage: No feedback was provided.Testing Stage: A green inverted triangle was displayed below the character image to facilitate continuous visual fixation. <i>Crucially, the position of this green feedback was dependent on the real-time TDCA decoding results.</i>Rest Phase (1.0 s): Immediately following the stimulation offset, the screen remained static. A sound cue was given, indicating a brief rest before the next trial began.In this experiment, 20 subjects participants were involved in the test. Electroencephalography (EEG) data were acquired using a custom-made 8-channel device at a sampling rate of 250 Hz. Eight electrodes were placed over the parietal and occipital areas (PO3, PO4, PO7, PO8, POz, Oz, O1, and O2) to specifically record SSMVEPs. The Task Discrimination (TDCA) algorithm was used for data decoding.The raw data were stored in a CSV file (or corresponding label files) with 11 columns, where the first eight columns represent the raw EEG signals. The remaining columns contain metadata: corresponding to trial, phase, and position separately.ResultsThe average decoding accuracy achieved using the TDCA algorithm across all participants was 77.5%.<br>
DOI: 10.6084/m9.figshare.30866282.v1
title: ssmvep accuracy test

description: Experiment DesignThis was an offline Brain-Computer Interface (BCI) experiment designed to evaluate the accuracy of the Task Discrimination Component Analysis (TDCA) algorithm using the Steady-State Motion Visual Evoked Potential (SSMVEP) paradigm. The experiment was divided into a training phase (20 trials) and a testing phase (40 trials).The visual stimulation consisted of two composite stimuli, one positioned on the left and one on the right of the screen. Each stimulus featured a character image overlaid on a corresponding circular background. Like, the left character performed a left leg-lifting action and corresponding circular backgrounds performed a zoom motion. The two composite stimuli moved at distinct frequencies: 7 Hz (left) and 8 Hz (right). The stimuli were presented in a pseudorandom order throughout the experiment.The procedure for each trial, which lasted a total of 5.5 seconds, was as follows:Cue Phase (2.0 s): A yellow inverted triangle appeared, visually cueing the target stimulus (left or right). Subjects were instructed to quickly shift their gaze to the target.Stimulation Phase (2.5 s): The corresponding character figure and background circle began to move concurrently 0.5 seconds after the cue onset.Training Stage: No feedback was provided.Testing Stage: A green inverted triangle was displayed below the character image to facilitate continuous visual fixation. <i>Crucially, the position of this green feedback was dependent on the real-time TDCA decoding results.</i>Rest Phase (1.0 s): Immediately following the stimulation offset, the screen remained static. A sound cue was given, indicating a brief rest before the next trial began.In this experiment, ** subjects participants were involved in the test. Electroencephalography (EEG) data were acquired using a custom-made 8-channel device at a sampling rate of 250 Hz. Eight electrodes were placed over the parietal and occipital areas (PO3, PO4, PO7, PO8, POz, Oz, O1, and O2) to specifically record SSMVEPs. The Task Discrimination (TDCA) algorithm was used for data decoding.The raw data was stored in a CSV file (or corresponding label files) with ** columns, where the first eight columns represent the raw EEG signals. The remaining columns contain metadata:ResultsThe average decoding accuracy achieved using the TDCA algorithm across all participants was **%.<br>
DOI: 10.5281/zenodo.17920042
title: Trade, Islam, and Property Rights: A 500-Year Path Dependency

description: This dataset provides replication materials for "Trade, Islam, and Property Rights: A 500-Year Path Dependency," which employs distance to medieval Islamic trade routes (700-1500 CE) as an instrumental variable to identify the causal effect of Islamic legal institutions on contemporary property rights. 

The analysis uses two-stage least squares estimation across 86 countries, finding that Islamic legal frameworks reduce International Property Rights Index scores by 0.56 points (p=0.084), with a first-stage F-statistic of 15.76. Results demonstrate substantial endogeneity bias in naive OLS estimates (76% underestimation) and document institutional persistence spanning 500-1,000 years—the longest path dependency established in the causal institutional economics literature.

The dataset includes: (1) International Property Rights Index data (2007-2025), (2) Islamic Legal Framework Index coding, (3) medieval trade route distance calculations with geospatial data, (4) ethnic fractionalization measures, (5) Muslim population statistics, (6) complete IV analysis code (Python/Jupyter), (7) regression output summaries, and (8) visualization files.

All data sources are documented with citations. Analysis code is fully reproducible. This dataset enables replication of all main results, robustness checks, and heterogeneity analyses reported in the paper.

Keywords: property rights, Islamic law, instrumental variables, trade routes, institutional persistence, path dependency, medieval commerce, two-stage least squares, causal identification
DOI: 10.5281/zenodo.17920041
title: Trade, Islam, and Property Rights: A 500-Year Path Dependency

description: This dataset provides replication materials for "Trade, Islam, and Property Rights: A 500-Year Path Dependency," which employs distance to medieval Islamic trade routes (700-1500 CE) as an instrumental variable to identify the causal effect of Islamic legal institutions on contemporary property rights. 

The analysis uses two-stage least squares estimation across 86 countries, finding that Islamic legal frameworks reduce International Property Rights Index scores by 0.56 points (p=0.084), with a first-stage F-statistic of 15.76. Results demonstrate substantial endogeneity bias in naive OLS estimates (76% underestimation) and document institutional persistence spanning 500-1,000 years—the longest path dependency established in the causal institutional economics literature.

The dataset includes: (1) International Property Rights Index data (2007-2025), (2) Islamic Legal Framework Index coding, (3) medieval trade route distance calculations with geospatial data, (4) ethnic fractionalization measures, (5) Muslim population statistics, (6) complete IV analysis code (Python/Jupyter), (7) regression output summaries, and (8) visualization files.

All data sources are documented with citations. Analysis code is fully reproducible. This dataset enables replication of all main results, robustness checks, and heterogeneity analyses reported in the paper.

Keywords: property rights, Islamic law, instrumental variables, trade routes, institutional persistence, path dependency, medieval commerce, two-stage least squares, causal identification
DOI: 10.5281/zenodo.17920002
title: Replication Package for Evaluating a Retrieval-Augmented Conversational Agent for OSS Newcomer Support

description: This repository contains the replication package for a study evaluating JabRAG, a retrieval-augmented conversational agent designed to support technical newcomer questions in the JabRef open source software project.

The package includes (1) a curated dataset of newcomer questions, (2) the manual assessment protocol used during dataset construction, (3) survey instruments and anonymized survey responses collected from JabRef maintainers, (4) the exact prompt used by the RAG system, and (5) the GitHub App implementation used to deploy JabRAG in GitHub Discussions.

This artifact supports the empirical results reported in the associated ICPC RENE track paper and enables independent inspection of the dataset, evaluation materials, and system implementation. All data is provided in raw form, and no aggregation or preprocessing beyond what is documented in the paper is assumed.

The repository is intended for replication, secondary analysis, and methodological transparency in studies of conversational agents and open source software maintenance
DOI: 10.5281/zenodo.17920001
title: Replication Package for Evaluating a Retrieval-Augmented Conversational Agent for OSS Newcomer Support

description: This repository contains the replication package for a study evaluating JabRAG, a retrieval-augmented conversational agent designed to support technical newcomer questions in the JabRef open source software project.

The package includes (1) a curated dataset of newcomer questions, (2) the manual assessment protocol used during dataset construction, (3) survey instruments and anonymized survey responses collected from JabRef maintainers, (4) the exact prompt used by the RAG system, and (5) the GitHub App implementation used to deploy JabRAG in GitHub Discussions.

This artifact supports the empirical results reported in the associated ICPC RENE track paper and enables independent inspection of the dataset, evaluation materials, and system implementation. All data is provided in raw form, and no aggregation or preprocessing beyond what is documented in the paper is assumed.

The repository is intended for replication, secondary analysis, and methodological transparency in studies of conversational agents and open source software maintenance
DOI: 10.14457/stou.the.2019.123
title: ปัจจัยที่มีผลต่อการดำเนินงานของพนักงานเจ้าหน้าที่ตามพระราชบัญญัติสถานประกอบการเพื่อสุขภาพ พ.ศ.2559 ในจังหวัดกระบี่

description: การวิจัยเชิงวิเคราะห์มีวัดถุประสงค์เพื่อศึกษา (1) คุณลักษณะส่วนบุคคล ความรู้ ความพยายามในการทำงาน การสนับสนุนทรัพยากรบริหาร และการดำเนินงานของพนักงาน เข้าหน้าที่ตามพระราชบัญญัติสถานประกอบการเพื่อสุขภาพ พ.ศ.2559 และ (2) อิทธิพลของคุณลักษณะส่วนบุคคล ความรู้ ความพยายามในการทำงาน และการสนับสนุนทรัพยากรบริหารที่มีต่อการดำเนินงานของพนักงานเจ้าหน้าที่ตามพระราชบัญญัติสถานประกอบการเพื่อสุขภาพ พ.ศ. 2559 ผลการศึกษาพบว่า (1) พนักงานเจ้าหน้าที่เป็นเพศหญิง ร้อยละ 68.1 มีอายุเฉลี่ย 39.29 สถานภาพสมรส ร้อยละ 63.9 ส่วนใหญ่จบปริญญาตรี รายได้เฉลี่ยต่อเดือนต่ำกว่า 25 ปฏิบัติงานในโรงพยาบาลส่งสริมสุขภาพตำบล/สถานีอนามั้ย ตำแหน่งนักวิชาการสาธารณสุข ระยะเวลาการทำงานสาธารณสุขอยู่ในช่วง 1-10 ปี ไม่มีสถานประกอบการในพื้นที่ และไม่เคยผ่าน การฝึกอบรม ความรู้ ความพยายามในการทำงาน และการสนับสนุนทรัพยากรบริหาร ภาพรวม และรายด้านอยู่ในระดับปานกลาง ผลการดำเนินงานตามพระราชบัญญัติสถานประกอบการเพื่อสุขภาพ พ.ศ.2559 ภาพรวมและรายด้านอยู่ในระดับปานกลาง และ (2) การสนับสนุนทรัพยากรบริหารเป็นตัวแปรตัวเดียวที่มีอิทธิพลต่อการดำเนินงานของพนักงานเจ้าหน้าที่ตามพระราชบัญญัติสถานประกอบการเพื่อสุขภาพ พ.ศ. 2559 โดยสามารถพยากรณ์ได้ร้อยละ 61.30 || This analytical research aimed to: (1) identify personal characteristics, knowledge, working effort, administrative resource support and the implementation of competent officials; and (2) determine the influence of personal characteristics, knowledge, working effort, and resource support on the implementation of competent officials, both under the Health Business Establishments Act, B.E. 2559 (2016).The study involved 216 competent officials randomly selected from all 491 of such officials in Krabi province. Data were collected using a questionnaire with the reliability value of 0.94. The statistics used for data analysis were mean, percentage, standard deviation, and stepwise multiple regression analysis.The results revealed that: (1) Of all 216 respondents, 68.1% were female with a mean age of 39.29 years; 63.9% were married; most of them had completed a bachelor's degree; had a monthly income less than 25,000 baht, and had worked as a public health technical officer at a sub-district health promoting hospital or a health center for 1–10 years. There were no health business establishments in their designated areas; and they had never been trained in this matter. Their knowledge, working effort and resource support, overall and aspect-specific, were at a moderate level. The levels of the Act’s implementation, overall and aspect-specific, were also at a moderate level; and (2) Resource support was the only variable that influenced the implementation of competent officials under the Act with a predictive power of 61.30 percent
DOI: 10.34740/kaggle/dsv/14139064
title: Peer-to-Peer Boliviano (BOB) Exchange Data