cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6075/j00000gq
title: Locus 116. In Kastrouli Mycenaean Excavations, Greece 2016

description: Surface Finds
DOI: 10.6075/j03n21tv
title: Locus 115. In Kastrouli Mycenaean Excavations, Greece 2016

description: Possible fire pit feature
DOI: 10.6075/j07d2sj6
title: Locus 114. In Kastrouli Mycenaean Excavations, Greece 2016

description: Fill in SE corner of square 7/19
DOI: 10.6075/j0c53j7g
title: Locus 113. In Kastrouli Mycenaean Excavations, Greece 2016

description: Top soil in square 7/19
DOI: 10.6075/j0gx48zg
title: Locus 112. In Kastrouli Mycenaean Excavations, Greece 2016

description: Burial with all the bones
DOI: 10.15468/75bpom
title: Taxonomic revision of the genus Lycenchelys (Osteichthyes: Zoarcidae) in Japanese waters

description: This dataset contains the digitized treatments in Plazi based on the original journal article Kawarada, Shumpei, Imamura, Hisashi, Narimatsu, Yoji, Shinohara, Gento (2020): Taxonomic revision of the genus Lycenchelys (Osteichthyes: Zoarcidae) in Japanese waters. Zootaxa 4762 (1): 1-66, DOI: https://doi.org/10.11646/zootaxa.4762.1.1
DOI: 10.6075/j06d5rdt
title: The site of Kastrouli, Greece. In Kastrouli Mycenaean Excavations, Greece 2016
DOI: 10.6075/j0b56h4j
title: Locus 121. In Kastrouli Mycenaean Excavations, Greece 2016

description: Secondary burials
DOI: 10.6075/j0fx77t3
title: Locus 120. In Kastrouli Mycenaean Excavations, Greece 2016

description: Fill in south chamber of tomb
DOI: 10.6075/j0kp80jt
title: Locus 119. In Kastrouli Mycenaean Excavations, Greece 2016

description: Topsoil removal southeast corner of square 6/19
DOI: 10.6075/j0qf8r85
title: Locus 118. In Kastrouli Mycenaean Excavations, Greece 2016

description: Wall section excavation on southern edge of site
DOI: 10.6075/j0v69h0w
title: Locus 117. In Kastrouli Mycenaean Excavations, Greece 2016

description: Fill in southwest corner of square 7/19
DOI: 10.18434/m32181
title: Dataset from Steel-Concrete Composite Floor Systems Subject to Fire - Phase 1

description: Experimental fire tests were conducted on four 12.8 m long steel-concrete composite floor beam assemblies with varying end support conditions, including two types of simple shear connections (shear tabs or welded-bolted double angles) and slab end continuity. Each specimen was constructed as a partially-composite beam, consisting of a lightweight concrete slab on formed metal decking supported by a W18x35 steel beam acting compositely via 19 mm diameter headed stud anchors spaced 305 mm. While resisting an ASCE 7-specified gravity load using hydraulic actuators, each specimen was exposed to a structurally significant fire that was produced using three natural gas-fueled burners distributed on the floor of the test compartment with the maximum heat release rate of 4 MW. Imposed mechanical loading and fire characteristics, thermal and structural responses, and structural failure modes of the specimens were studied.
DOI: 10.5519/qd.loohgtod
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (9 records)
DOI: 10.5281/zenodo.3743603
title: Multivariate time series for testing -- RacketSports dataset

description: The original data was retrieved from http://www.timeseriesclassification.com/description.php?Dataset=RacketSports Original data description:<br> The data was created by university students plyaing badminton or squash whilst wearing a smart watch (Sony Smart watch 35). The watch relayed the x-y-z coordinates for<br> both the gyroscope and accelerometer to an android phone (One Plus 56). The phone<br> wrote these values to an Attribute-Relation File Format (arff) file using an app developed<br> by a UEA computer science masters student. The problem is to identify which sport and which stroke the players are making. The data was collected at a rate of 10 HZ over 3 seconds whilst the player played<br> either a forehand/backhand in squash or a clear/smash in badminton.<br> The data was collected as part of an undergraduate project by Phillip Perks in 2017/18. Pre-processing<br> Data processing was done as described in: https://github.com/NLeSC/mcfly-tutorial/blob/master/utils/tutorial_racketsports.py<br> The original data was split into train and test set. Here the data was loaded and further divided into train, test, validation sets.<br> To keep it simple we here simply divided the original test part into test and validation.<br> The resulting data was stored as numpy .npy files. The zip file contains three sets of time series data (X_train, X_test, X_valid) and the respective labels (y_train, y_test, y_valid). Reference:<br> http://www.timeseriesclassification.com/description.php?Dataset=RacketSports<br> (The data was collected as part of an undergraduate project by Phillip Perks in 2017/18.)
description: Version 0.20. correctly stores numpy arrays of floats.
description: {"references": ["http://www.timeseriesclassification.com/description.php?Dataset=RacketSports"]}
DOI: 10.5281/zenodo.3555590
title: Supplementary data for the article "Ayahuasca Users in Estonia: Ceremonial Practices, Subjective Long-Term Effects, Mental Health and Quality of Life"

description: The dataset contains qualitative data from a study of ayahuasca users in Estonia: Appendix 1 - Appendix 6: free-text answers (shuffled and edited for protection of confidentiality of the respondents), in Estonian. Appendices 7 and 8: study-specific questionnaires, in Estonian. The dataset provides supplementary information for the article "Ayahuasca Users in Estonia: Ceremonial Practices, Subjective Long-Term Effects, Mental Health and Quality of Life" (authors Helle Kaasik and Kairi Kreegipuu from University of Tartu, Estonia), submitted to the Journal of Psychoactive Drugs on April 30, 2019 and accepted for publication on December 3, 2019. More information about the study is available from Helle Kaasik (helle.kaasik@ut.ee). In Estonian: Andmehulk sisaldab kvalitatiivseid andmeid Eesti ayahuasca kasutajate uurimisest. Lisa 1-6: vabatekstilised vastused (juhuslikus järjekorras ja toimetatud vastajate konfidentsiaalsuse tagamiseks); Lisa 7-8: uurimuses kasutatud küsimustikud. Andmestik on täienduseks teadusartiklile "Ayahuasca Users in Estonia: Ceremonial Practices, Subjective Long-Term Effects, Mental Health and Quality of Life", mille autorid on Helle Kaasik ja Kairi Kreegipuu Tartu Ülikoolist. Artikkel on saadetud avaldamiseks ajakirjale Journal of Psychoactive Drugs. Kommentaarid ja küsimused töö kohta on oodatud Helle Kaasiku e-mailile helle.kaasik@ut.ee
description: This work was supported by institutional research funding IUT02-13 of the Estonian Ministry of Education and Research; European Regional Development Fund (Dora Plus sub-activities 1.1 and 1.2); Estonian national scholarship program Kristjan Jaak, which is funded and managed by Archimedes Foundation in collaboration with the Estonian Ministry of Education and Research, and Helle Kaasik. Authors are thankful for Signe Ainson and Maris Hinn for conducting the M.I.N.I. interviews. H.K. thanks Helena Landes for her help in finding the participants for the control group, Jace Callaway for information about chemical composition of ayahuasca, and the Santo Daime community for sharing their experience and spiritual wisdom. Biggest thanks for all the participants of the study who trusted the researchers with their unique experiences.
description: {"references": ["Kaasik, H. and Kreegipuu, K. (2020). Ayahuasca Users in Estonia: Ceremonial Practices, Subjective Long-Term Effects, Mental Health, and Quality of Life. Journal of Psychoactive Drugs, doi: 10.1080/02791072.2020.1748773"]}
DOI: 10.5281/zenodo.3555591
title: Supplementary data for the article "Ayahuasca Users in Estonia: Ceremonial Practices, Subjective Long-Term Effects, Mental Health and Quality of Life"

description: The dataset contains qualitative data from a study of ayahuasca users in Estonia: Appendix 1 - Appendix 6: free-text answers (shuffled and edited for protection of confidentiality of the respondents), in Estonian. Appendices 7 and 8: study-specific questionnaires, in Estonian. The dataset provides supplementary information for the article "Ayahuasca Users in Estonia: Ceremonial Practices, Subjective Long-Term Effects, Mental Health and Quality of Life" (authors Helle Kaasik and Kairi Kreegipuu from University of Tartu, Estonia), submitted to the Journal of Psychoactive Drugs on April 30, 2019 and accepted for publication on December 3, 2019. More information about the study is available from Helle Kaasik (helle.kaasik@ut.ee). In Estonian: Andmehulk sisaldab kvalitatiivseid andmeid Eesti ayahuasca kasutajate uurimisest. Lisa 1-6: vabatekstilised vastused (juhuslikus järjekorras ja toimetatud vastajate konfidentsiaalsuse tagamiseks); Lisa 7-8: uurimuses kasutatud küsimustikud. Andmestik on täienduseks teadusartiklile "Ayahuasca Users in Estonia: Ceremonial Practices, Subjective Long-Term Effects, Mental Health and Quality of Life", mille autorid on Helle Kaasik ja Kairi Kreegipuu Tartu Ülikoolist. Artikkel on saadetud avaldamiseks ajakirjale Journal of Psychoactive Drugs. Kommentaarid ja küsimused töö kohta on oodatud Helle Kaasiku e-mailile helle.kaasik@ut.ee
description: This work was supported by institutional research funding IUT02-13 of the Estonian Ministry of Education and Research; European Regional Development Fund (Dora Plus sub-activities 1.1 and 1.2); Estonian national scholarship program Kristjan Jaak, which is funded and managed by Archimedes Foundation in collaboration with the Estonian Ministry of Education and Research, and Helle Kaasik. Authors are thankful for Signe Ainson and Maris Hinn for conducting the M.I.N.I. interviews. H.K. thanks Helena Landes for her help in finding the participants for the control group, Jace Callaway for information about chemical composition of ayahuasca, and the Santo Daime community for sharing their experience and spiritual wisdom. Biggest thanks for all the participants of the study who trusted the researchers with their unique experiences.
description: {"references": ["Kaasik, H. and Kreegipuu, K. (2020). Ayahuasca Users in Estonia: Ceremonial Practices, Subjective Long-Term Effects, Mental Health, and Quality of Life. Journal of Psychoactive Drugs, doi: 10.1080/02791072.2020.1748773"]}
DOI: 10.7910/dvn/lujkx9
title: PROSPERED Dataset: Unemployment Benefits

description: This database captures the existence of policies establishing cash benefits during unemployment. Longitudinal data is available for every year between 2002 and 2012 for a subset of 69 countries that have been surveyed by either the Demographic and Health Surveys (DHS) or the Multiple Indicator Cluster Surveys (MICS) at least once between 1999 and 2013.
DOI: 10.7910/dvn/lujkx9/0cctox
title: PROSPERED data dictionary- uibenefits 032020.pdf

description: :unav
DOI: 10.7910/dvn/lujkx9/0mfb7k
title: UI_6Apr2020-1.tab

description: :unav
DOI: 10.7910/dvn/lujkx9/idybop
title: UI_6Apr2020.tab

description: :unav
DOI: 10.14469/hpc/7107
title: Michael 1,4 addition, G = TS2 S-C formation, wB97XD/Def2-TZVPP Tolylthio NH3 G = -994.534927 DG = 5.5

description: Gaussian Calculation
DOI: 10.3886/e107205v1-23573
title: Trends Over Time in Survey and Social Media Data

description: Data for projects linking social media and survey data
DOI: 10.17632/t78m7y3vpn.3
title: Data for: Practical artificial neural network tool for predicting the axial compression capacity of circular concrete-filled steel tube columns with ultra-high-strength concrete

description: Database for developing the proposed ANN model and Graphical User Interface (GUI) tool.
DOI: 10.3886/e112081v1-23575
title: Replication Archive for: The Welfare Effects of Social Media

description: The rise of social media has provoked both optimism about potential societal benefits and concern about harms such as addiction, depression, and political polarization. In a randomized experiment, we find that deactivating Facebook for the four weeks before the 2018 US midterm election (i) reduced online activity, while increasing offline activities such as watching TV alone and socializing with family and friends; (ii) reduced both factual news knowledge and political polarization; (iii) increased subjective well-being; and (iv) caused a large persistent reduction in post-experiment Facebook use. Deactivation reduced post-experiment valuations of Facebook, suggesting that traditional metrics may overstate consumer surplus.<br>
DOI: 10.5281/zenodo.3738929
title: Input data for the analysis of changes in functional structures of Japanese tree species by species loss simulation

description: The dataset was used in Kusumoto, Shiono & Kubota (2020). It includes functional structure indices (community means, functional richness, and Rao's quadratic entropy) for 514 Japanese timber and non-timber tree species at 10-km grid cell level. The community means were based on specific leaf area and leaf nitrogen content, respectively. Functional richness and Rao's Q were based on wood density and tree height. There functional metrics were calculated for the observed species assemblages and simulated assemblages at 10-km grid cell level. The simulated assemblages were computed by removing species in each grid cell at 5 levels of species loss (10%, 20%, 30%, 40% and 50%) with two scenarios: random loss and ordered loss depending on species successional niche score (i.e. later successinal species are preferentially lost). See "README" sheet for detailed explanations of the contents. Kusumoto, Shiono & Kubota (2020) Ethnobotany-informed trait ecology: measuring vulnerability of timber provisioning services across forest biomes in Japan. Biodiversity and Conservation. DOI: 10.1007/s10531-020-01974-y
DOI: 10.5281/zenodo.3738930
title: Input data for the analysis of changes in functional structures of Japanese tree species by species loss simulation

description: The dataset was used in Kusumoto, Shiono & Kubota (2020). It includes functional structure indices (community means, functional richness, and Rao's quadratic entropy) for 514 Japanese timber and non-timber tree species at 10-km grid cell level. The community means were based on specific leaf area and leaf nitrogen content, respectively. Functional richness and Rao's Q were based on wood density and tree height. There functional metrics were calculated for the observed species assemblages and simulated assemblages at 10-km grid cell level. The simulated assemblages were computed by removing species in each grid cell at 5 levels of species loss (10%, 20%, 30%, 40% and 50%) with two scenarios: random loss and ordered loss depending on species successional niche score (i.e. later successinal species are preferentially lost). See "README" sheet for detailed explanations of the contents. Kusumoto, Shiono & Kubota (2020) Ethnobotany-informed trait ecology: measuring vulnerability of timber provisioning services across forest biomes in Japan. Biodiversity and Conservation. DOI: 10.1007/s10531-020-01974-y
DOI: 10.5281/zenodo.3743841
title: Replication Package: UI Screens Identification and Extraction from Mobile Programming Screencasts

description: The replication package of the paper "UI Screens Identification and Extraction from Mobile Programming Screencasts" including the dataset, results, and code.
DOI: 10.5281/zenodo.3743842
title: Replication Package: UI Screens Identification and Extraction from Mobile Programming Screencasts

description: The replication package of the paper "UI Screens Identification and Extraction from Mobile Programming Screencasts" including the dataset, results, and code.
DOI: 10.6084/m9.figshare.3761562.v1445
title: Online Labour Index: Measuring the Online Gig Economy for Policy and Research

description: Data repository for the data underlying the Online Labour Index. See http://ilabour.oii.ox.ac.uk online-labour-index/ for details.
DOI: 10.14457/tu.the.2019.40
title: Complex relationships of internal and external capabilities on proactive CSR, social entrepreneurship, and competitive advantage

description: Resource acquisition conditions (i.e., internal and external capabilities) are found to be important factors that enhance competitive advantage. Grounded in the Knowledge-Based View (KBV), Resource-based View (RBV), Natural Resource-Based View (NRBV), and Social Resource-Based View (SRBV), proactive CSR and social entrepreneurship is also considered a unique capability, in which its practices help a firm develop new knowledge related to tacit knowledge, which would lead to more efficient use of resources. Firms acquire competitive advantage from superior capabilities and a balance between the external environment and their strategic practices. Research directly and separately examined the impact of proactive CSR, social entrepreneurship, and its supporting capabilities on a firm competitive advantage. As a consequence, the importance of the combinations of these conditions in supporting the engagement of proactive CSR and social entrepreneurship as a strategic mechanism for enhancing competitive advantage remains under explored. This dissertation aims to achieve four overarching objectives: (1) to identify internal and external capabilities that influence proactive CSR engagement and social entrepreneurship, and enhance the opportunity for competitive advantage; (2) to study the differences the impact of proactive CSR and social entrepreneurship for value creation; (3) to examine based on the complexity using fuzzy set Qualitative Comparative Analysis (fsQCA); and (4) to extend the traditional and conventional RBV to cover KBV, NRBV, and SRBV. In order to achieve the objectives, this dissertation research was divided into two phases. Phase I Study was to empirically analyse the relationships among internal capabilities, external cooperation (partner and customer cooperation) and proactive CSR on financial performance based on firms listed in the Stock Exchange of Thailand. In the Phase II Study, the complex relationships among a set of capabilities (namely, mission-driven, stakeholder-, cross-sector collaboration- , and environmental-management) and social entrepreneurship were empirically analysed of their effects on the shared value creation in social, environmental, and economic dimensions, based on social enterprises in Thailand. Findings show that there was no single capability that necessarily and individua lly contributed to the success of proactive CSR engagement, social entrepreneurship, financial performance, nor shared value; rather, the combinations of capabilities are needed.
DOI: 10.14457/tu.the.2019.41
title: Effect of fly ash and bottom ash on self-healing ability of expansive mortars

description: In this study, the effect of fly ash (FA) and bottom ash (BA) on the self-healing (S-H) behavior of expansive mortar was experimentally investigated by using crack closing ratio and water flow rate as indicators of self-healing ability. To overcome cracking that may be caused by shrinkage, various types of fly ash (high CaO-SO3-free lime fly ash – FAB, high CaO fly ash – FAA, and low CaO fly ash – FAR), and one type of expansive additive were used as the partial binder replacement. Pre-soaked bottom ash with high water retainability was used as a water-providing agent for the internal curing (IC) technique in order to reduce shrinkage and increase hydration in long term. A pre-cracked mortar samples were prepared in a disc shape with a fixed crack width of 0.1mm. The crack width ratio and water flow rate were monitored every 7 days for 3 months. It was observed that expansive mortars with the use of 30% fly ash showed significant improvement in self-healing ability when compared to the non-fly ash mortar. In addition, it was demonstrated that the use of 10% bottom ash can reduce the risk of cracking in concrete. Moreover, the combined use of both fly ash and bottom ash showed significant effectiveness for the self-healing behavior.
DOI: 10.14457/tu.the.2019.42
title: Named entity recognition modeling for the Thai language from a disjointedly labeled corpus

description: The main purpose of this research is to develop an efficient and effective Thai Named Entity Recognition by using deep learning approach and corpus in Thai language which name entity in each type is labeled only in each different file. Named Entity Recognition (NER) in the Thai language is a challenge task as the Thai language does not have definite word boundary markers. Sometimes, the problem of incorrect word segmentation can occur and affecting the efficiency in processing of NER task. In addition, the ambiguity between common nouns and named entities are another important problem because named entities and some common nouns have the same to spelling. According to the Thai language, most of named entities are usually close to a verb or a preposition. This implies that the POS can be one of the good feature to determine the type of named entity. Therefore, for these reasons, this research presents the Bi- LSTM-CNN-CRF model with the combination feature among word, POS and Thai character clusters (TCCs). TCCs is used instead of single character to deal with the problem of word segmentation error in the corpora and increase the performance of the model. The experiment results show that the proposed model outperforms the other baseline models in all seven named entity types. The TCC is a suitable feature and gives better results than single character embedding.
DOI: 10.14457/tu.the.2019.44
title: Graphics system to control the kinematics error of a five-axis milling machine

description: The kinematic error (KE) of a five-axis milling machine is an important measure of the accuracy. The proposed software allows to simulate the position of cutter contact (CC) points to reduce the KE. The system helps to optimize the tool path by a trial and error approach and provides a learning experience for the users of five-axis machines. The code works with the STL and OFF files as well as with parametric surfaces.The Graphics system (GS) was offered to unexperienced users as a game with a goal to reduce visible kinematic errors while keeping the number of available CC points. The users were able to achieve a decrease of the maximum KE by 91.73% and of the average KE by 43.70%. The program has been verified with a post processor from HAAS VF-2TR machining center (Trunnion VMCs).