cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/4x8gcvzp6f
title: Fear Factors and decision making parameters

description: Description of Synthetic Data: Exploring Fear Factors and Decision-Making Parameters
The provided code generates synthetic data to simulate the interaction between fear factors and decision-making parameters. Let's break down the components and describe the characteristics of the generated data:

Parameters:
Fear Factors:

k_stimuli: Weight for the intensity of stimuli.
k_past: Weight for the impact of past experiences.
k_uncertainty: Weight for the degree of uncertainty.
Decision-Making Parameters:

k_utility: Weight for perceived utility.
k_risk: Weight for perceived risk.
k_reward: Weight for anticipation of reward.
Synthetic Data:
The synthetic data is generated for 100 data points for each of the following variables:

Fear Factors:

intensity_of_stimulus: Random values representing the intensity of stimuli.
impact_of_past_experiences: Random values representing the impact of past experiences.
degree_of_uncertainty: Random values representing the degree of uncertainty.
Decision-Making Parameters:

perceived_utility: Random values representing perceived utility.
perceived_risk: Random values representing perceived risk.
anticipation_of_reward: Random values representing anticipation of reward.
Calculation of Fear and Decision-Making:
Fear (fear) and Decision-Making Outcome (decision) are calculated based on the provided weights and generated synthetic data. These calculations represent a simplified model of how fear and decision-making might be influenced by various factors.

Visualisation:
The generated data is visualised using scatter plots for both fear and decision-making outcomes. Each point on the scatter plots corresponds to a data point, providing a visual representation of the relationship between fear factors and decision-making parameters.

Data Analysis:
The correlation coefficient between fear and decision-making is calculated. This coefficient quantifies the degree of linear relationship between the two variables. The resulting value provides insights into how fear and decision-making parameters are associated in the synthetic dataset.

Key Takeaway:
This synthetic dataset and analysis offer a simulated exploration into the relationships between fear factors and decision-making parameters. The visualisations and correlation coefficient provide a preliminary understanding of how these elements might interact in a simplified model.
DOI: 10.3535/80d-pqd-gbq
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/8kh9mp5d5d
title: Late Mesozoic Subduction-Accretion in the southern Qiangtang: Insights from the Sumxi Igneous Complex of west-central Tibet

description: Knowledge of the time of the closure of the Bangong-Nujiang Tethyan Ocean (BNTO) is critical for understanding the Mesozoic tectonics of the Tibetan Plateau. This study investigated the ca. 110–106 Ma Sumxi igneous complex (high-Nb basalts, magnesian andesites, and adakitic granites) in westernmost part of the Qiangtang terrane. Detailed studies imply strong slab-mantle interactions and arc affinities of Sumxi lavas, indicating that oceanic subduction may have lasted at least until ca. 105 Ma. Moreover, geochronological and geochemical data compilation of magmatic rocks in southern Qiangtang reveal episodic features, with two main high-flux events (~180–145 Ma and ~125–100 Ma) separated by magmatic lulls (~145–125 Ma). The episodic arc activity contributed greatly to the crustal thickening and surface uplift of the central Tibet before the onset of Lhasa-Qiangtang continental collision.
The supporting information Text S1 describes the methods for zircon U–Pb dating, Hf isotopes, whole-rock major- and trace-element and Sr–Nd isotope analyses. 
The figures consist of trace elements versus Nb correlation diagrams for Sumxi basalts and basaltic andesites (Figure S1), and U/Yb vs. Nb/Yb (ratios in log10) and U/Yb vs Y diagrams of zircons from the Sumxi igneous rocks (Figure S2).
The Tables S1-S4 show the data of zircon U–Pb isotope (Table S1), trace element data of zircons from the Sumxi Igneous Complex (Table S2), zircon Lu–Hf isotope (Table S3), and whole-rock major (wt. %), trace (ppm) elements and Sr–Nd isotopes (Table S4).
DOI: 10.3535/fla-2gn-yxs
title: Paleofavosites sp.

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/m9c-dsa-0ja
title: Catenipora sp.

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.25582/data.2024-03.3076956/2540796
title: Data for EMSL Project 51287 from March 2024
DOI: 10.3535/h9h-dv9-zrz
title: †Leangella Öpik, 1933

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/vh2-yy5-lfw
title: Paleofavosites? sp.

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.c.3816301_d8.v1
title: Additional file 17: of Deep Super-SAGE transcriptomic analysis of cold acclimation in lentil (Lens culinaris Medik.)

description: List of the identified functions related to the differentially expressed tags. SuperSAGE tags from the tolerant lentil genotypes considering both treatments – acclimation and control – together (XLSX 15 kb)
DOI: 10.17632/56t69wyc2t
title: A C++ library using quantum trajectories to solve quantum master equations

description: Abstract Quantum trajectory methods can be used for a wide range of open quantum systems to solve the master equation by unravelling the density operator evolution into individual stochastic trajectories in Hilbert space. This C++ class library offers a choice of integration algorithms for three important unravellings of the master equation. Different physical systems are modelled by different Hamiltonians and environment operators. The program achieves flexibility and user friendliness, without sacri... Title of program: Quantum trajectory class library Catalogue Id: ADFQ_v1_0 Nature of problem Open quantum systems, i.e., systems whose interaction with the environment cannot be neglected, occur in a variety of contexts. Examples are quantum optics, atomic and molecular physics and quantum computers. If the time evolution of the system is approximately Markovian, it can be described by a master equation of Lindblad form [1], a first order differential equation for the density operator. Solving the master equation is the principal purpose of the program. Since the state and operator clas ... Versions of this program held in the CPC repository in Mendeley Data ADFQ_v1_0; Quantum trajectory class library; 10.1016/S0010-4655(97)00019-2 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.17632/5kkzjvpr2b
title: Data for: Artificial Neural Network Based Ankle Joint Angle Estimation Using Instrumented Foot Insoles

description: The shared data consists of Ground Reaction Forces (GRF) and Ankle Angles used in this work. GRFs are in Newtons (N) and Ankle angles are in degrees (°). The GRFs are shared as GRF left and GRF right denoting the left and right gait cycles (GRF left, GRF right). Similarly, ankle angles are shared as ankle angle left and ankle angle right (ankle angle left, ankle angle right). There are 10 samples of data for each data type (ankle angle left, ankle angle right, GRF left, GRF right). Each sample denote data from stance gait cycle. In the shared excel file, data is organised in 4 sheets. Each sheet denotes the below; Sheet 1 (ankle_angle_left)- consists of 10 samples of ankle angle extracted from left leg Sheet 2 (ankle_angle_right)- consists of 10 samples of ankle angle extracted from right leg Sheet 3 (GRF_left)- consists of 10 samples of GRFs extracted from left leg Sheet 4 (GRF_right)- consists of 10 samples of GRFs extracted from right leg Within each sheet, column 1 to 10 denotes data from Sample 1 to Sample 10 respectively.
DOI: 10.17632/gsd2bxzgj8
title: Data for: Linear and Nonlinear Measures of Gait Variability after Anterior Cruciate Ligament Reconstruction

description: Data related to linear and nonlinear measures of gait variability after anterior cruciate ligament reconstruction.
DOI: 10.3535/na9-bza-njc
title: †Leangella Öpik, 1933

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/xqr-hz6-fxk
title: Platycladus Spach

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/dm6y2m4mnh
title: Instances for the VRP with Occasional Drivers and Time Windows

description: Instances for the VRP with Occasional Drivers and Time Windows
DOI: 10.3535/496-0bx-96q
title: Saffordophyllum sp.

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/pkk-vcx-9ga
title: Acidolites? sp.

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.25582/data.2024-03.3076957/2540797
title: Data for EMSL Project 51287 from March 2024
DOI: 10.3535/ble-a4r-myd
title: Tabulata

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/j8s-2zp-c7w
title: Paleofavosites? sp.

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.16843381.v1
title: database_Miele_2021.xlsx

description: Database containing information about landslide inventory of Naples municipality.<br>
DOI: 10.17632/58nx4m6722
title: AA Physician Qualitative: Supplement

description: 1)Interview script 2) Full code list with representative quotes
DOI: 10.3535/1yf-cpy-4ha
title: Tabulata

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/96k-swy-sb1
title: Paleofavosites? sp.

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/ct84bbswv5
title: Tanno et al., FBXO47 is essential for preventing the synaptonemal complex from premature disassembly in mouse male meiosis

description: Raw data for the paper : FBXO47 is essential for preventing the synaptonemal complex from premature disassembly in mouse male meiosis

Nobuhiro Tanno1, 4, Kazumasa Takemoto1,4, Yuki Takada-Horisawa1, Ryuki Shimada1, Sayoko Fujimura2, Naoki Tani2, Naoki Takeda3, Kimi Araki3 and Kei-ichiro Ishiguro1, 5 *　

1 Department of Chromosome Biology, Institute of Molecular Embryology and Genetics (IMEG), Kumamoto University, Kumamoto, 860-0811 Japan
2 Liaison Laboratory Research Promotion Center, IMEG, Kumamoto University 
3 Institute of Resource Development and Analysis and Center for Metabolic Regulation of Healthy Aging, Kumamoto University, Kumamoto, 860-0811 Japan
4 These authors equally contributed
5 Lead contact 
* correspondence :  ishiguro@kumamoto-u.ac.jp
DOI: 10.17632/dzj33spf23
title: Data for: New insights into the geology and tectonics of the San Dimas mining district, Sierra Madre Occidental, Mexico

description: Macroscopic photographs of studied samples (Figs. 1a to 10a). Full raw U-Pb data (Table 1a). Full raw AFT date (Table 2a).
DOI: 10.17632/f8kwtz2smt
title: Eigenstates and eigenvalues of labelling operators for O(3) bases of U(3) representations

description: Title of program: EIGLAB Catalogue Id: ABID_v1_0 Nature of problem Basis states of U(3) in the O(3) representation are required to describe certain atomic nuclear or multipion states, U(3) can refer to dynamical or permutation symmetries, O(3) to angular momentum or isospin. EIGLAB computes such states as eigenstates of an O(3) scalar labelling operator Q in the enveloping algebra of U(3). Versions of this program held in the CPC repository in Mendeley Data ABID_v1_0; EIGLAB; 10.1016/0010-4655(75)90086-7 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.3535/ctj-bbv-bf0
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/l56-j53-b1p
title: Psammolepis abavica Mark-Kurik, 1965

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.25582/data.2024-03.3076958/2540798
title: Data for EMSL Project 51287 from March 2024
DOI: 10.3535/0jc-482-0br
title: †Eoplectodonta Kozlowski, 1929

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/g4g-lxl-cj4
title: limestone

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/hsx3ztsy8w
title: Deviations from Covered Interest Parity: The role played by fundamentals, financial and political turmoils and market frictions.

description: Here you can find codes and data necessary to replicate the results of the paper.
DOI: 10.17632/jsfgw3zwvm
title: Supporting Information for GRL manuscript# 2021GL094457R

description: Supporting Information for GRL manuscript# 2021GL094457R entiled "Reconstructing Ocean-Plate Stratigraphy (OPS) to Understand Accretionary Style and Mélange Fabric: Insights from the Bangong-Nujiang Suture (Tibet, China)" authored by Min Zeng, Ruisi Zhang, Si Chen, Xinyu Liu, Chenwei Li, Frank R. Ettensohn, and Lidong Bie
DOI: 10.3535/b4z-zxk-0rs
title: Specimen from Tallinn University of Technology

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/t2g-489-ats
title: Thecia confluens (Eichwald, 1854)

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/erw-y04-w6k
title: Subalveolites sp.

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/t73-45j-3nr
title: Tartuosteus maximus Mark-Kurik, 1965

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/r2ycsfcvvb
title: Libro de códigos. Artículo “Polarización y odio en Tik Tok contra la Ley Trans de España”

description: Full codebook of the research "Polarisation and hate in TikTok against Spain's Trans Law". This exploratory and qualitative research focuses on the analysis of the polarization of hate messages towards the Trans Law of Spain in the videos published on TikTok. The sample is made up of 112 contents posted between October 13, 2022 and April 13, 2023. For this study, a content analysis has been carried out that includes seven variables. The main findings indicate the predominance of negative affective polarization towards the new legislation against the LGTBI+ community, through discursive resources that use the hate and misinformation to ridicule the law and the trans community.
DOI: 10.17632/y8y9kgn9w7
title: Tourism Arrival (% Change vs 2019)

description: The World Tourism Barometer includes more focused data on regions, as well as sub-regions and individual destinations.
International tourism is on track to recover almost 90% of pre-pandemic levels by the end of this year. According to the latest data from the World Tourism Organization (UNWTO), an estimated 975 million tourists travelled internationally between January and September 2023, an increase of 38% on the same months of 2022.
DOI: 10.25582/data.2024-03.3076959/2540799
title: Data for EMSL Project 51287 from March 2024
DOI: 10.3535/060-hnm-jyc
title: sedimentary rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/6nr-49l-656
title: †Eoplectodonta Kozlowski, 1929

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.20400984.v1
title: GC-MS dataset of hydrocarbon biodegradation

description: GC-MS dataset of residual diesel fuel hydrocarbons under different treatments
DOI: 10.6084/m9.figshare.28501892.v1
title: P2 RESULTS FILES.xlsx

description: This study investigated the effects of probiotic supplementation on cognitive function and brain physiology in rats exposed to chronic stress or environmental enrichment (EE). Probiotics were administered for three months before a six-week intervention. Probiotics prevented stress-induced spatial memory impairments and enhanced learning in EE conditions, linked to increased gut microbiome diversity. Probiotics also reversed stress-induced elevations in microglial marker Iba-1 in the locus coeruleus and mitigated blood-brain barrier disruptions. Additionally, EE groups exhibited higher tyrosine hydroxylase levels in the hippocampus. These findings highlight probiotics as a potential strategy for promoting cognitive resilience and brain health.
DOI: 10.3535/3zr-jzb-8l4
title: Tarachomylax oepiki Barwick, Campbell et Mark-Kurik, 1997

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.22811069.v1
title: Social Work Intervention Research in Child Sponsorship Programmes

description: Social work intervention research data of adolescents in a child sponsorship programme in India.
DOI: 10.17632/tbwx3fdmym
title: Dawson et al.2021_Inferring environmental transmission using phylodynamics: A case-study using simulated evolution of an enteric pathogen

description: This dataset is associated with a manuscript entitled "Inferring environmental transmission using phylodynamics: A case-study using simulated evolution of an enteric pathogen" by Dawson et al., published by the Journal of the Royal Society Interface in 2021. This dataset contains the scripts and data necessary to reproduce the results presented in that manuscript. The included "Readme" file explains the contents of the dataset in greater detail.
DOI: 10.3535/s6c-f7c-137
title: †Eoplectodonta Kozlowski, 1929

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/xs0-96v-r28
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/kx94dxmxb3
title: Subculture and psychological outcomes

description: This dataset is related to study: Does Anime, Idol Culture Bring Depression? Structural Analysis and Deep Learning on Subcultural Identity and Various Psychological Outcomes. We recuite young adults (average age: 21.3; standard deviation: 4.3 years) without psychological disease in Japan by an online research company: freeasy. Depressive symptoms measured by the Beck Depression Inventory were considered as the main outcome and typically have a moderate effect (f2 = 0.15) Using G-power with an error probability of α=0.05 and 0.8 power, we calculated the lowest sample size of 90 to detect a moderate difference. To better control the response quality, we finally enrolled 300 Japanese participants. We applied the structural equation model (SEM) to test whether subcultural identity, social support, and psychological outcomes were synergistically associated. The maximum likelihood (ML) was used for estimation and testing in SEM. In this method, parameter estimates are obtained by maximizing the likelihood function derived from the multivariate normal distribution. Identity under each subculture group, social support and reputation were inputted as original value. Psychological measurements were inputted with standardized z-score due to large range differences. We focuses on the difference between subcultural groups, so we set identification with anime, idol, and hip-hop in one group to build one latent subcultural identity and fashion and sports in another. The reason for this separation is that anime and Idol's culture have consistently suggested unfavorable social fame and were responsible for school-related problems like non-attendance or isolation. Recent studies also pointed out that Hip-hop, a newly controversial topic, has related to youth delinquency, violence and health behaviors such as tobacco use. To this end, we combined Anime, Idol, and Hip-pop as ‘unfavorable’ subculture groups. Whereas Sports and Fashion usually have a favorable trend toward social reputation and physical-mental status among the youth. Therefore, we consider Sports and Fashion have different latent characteristics compared to the ‘unfavorable’ (Anime, idol and hip-hop) group. For the psychological outcomes, we categorized depression, aggression, and anxiety into adverse psychological outcome group, depression and suicide into the severe adverse psychological outcome group, and empathy into positive psychological outcome group. The reason for this arrangement is that depression, aggression, and anxiety frequently occur together clinically and are fundamentally adverse psychological symptoms. Additionally, depression is the leading cause of suicide, and suicide tendency as the severe phenotype of depressive symptoms. Whereas positive psychological outcomes should be measured separately for empathy. In total, we built 2 × 3= 6 models.
DOI: 10.3535/cbq-2m8-n9q
title: Tarachomylax oepiki Barwick, Campbell et Mark-Kurik, 1997

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/pz0-p93-req
title: Psammolepis venyukovi Obruchev, 1965

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/6g8b49gmcs
title: LINF_110007900

description: Sec20; Leishmania infantum (strain JPCM5)
DOI: 10.25582/data.2024-03.3076960/2540800
title: Data for EMSL Project 51287 from March 2024
DOI: 10.3535/10b-swm-pet
title: Psammosteus bergi (Obruchev, 1943)

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/yw6-r2k-3jq
title: igneous rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/m74gxjrs8f
title: PMACS-84 FLOW DATA

description: FLOW DATA FOR PMACS-84. REST OF DATA IN FIGSHARE (SEE LINK BELOW).
DOI: 10.17632/vm9j9nzcwk
title: Oak sapling colonisation into UK upland pastures of Dartmoor

description: Data on survival, density, performance and browse damage of UK native oak (Q. robur, Q. petraea) colonising into upland pastures of Dartmoor, SW England by recording sites of natural colonisation and long and short term grazer exclusion experiments.
DOI: 10.3535/1b0-b80-jv0
title: igneous rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/3zq-eah-4sf
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.3519743.v1
title: Appendix E. Biome-BGC parameters.

description: Biome-BGC parameters.
DOI: 10.17632/tdd78ttwkd
title: Dataset Green IT Adoption in Sector Indonesian Higher Education

description: Data for this study were gathered using an online questionnaire distributed among academics familiar with Green IT practices in higher education. The questionnaire was created based on a comprehensive literature review about Green IT implementation in universities, ensuring relevance and thoroughness in the topic coverage. The questions were designed to be specific, and clear, and used verbal labels for response options to reduce ambiguity and improve response quality. Each item focused on a single idea to avoid confusion and increase the accuracy of responses. Random sampling methods enhanced the sample's representativeness within the academic community. This methodological approach aims to capture a diverse array of insights into the adoption and challenges of Green IT across Indonesian higher education institutions
DOI: 10.3535/0y7-1ny-q27
title: Tarachomylax oepiki Barwick, Campbell et Mark-Kurik, 1997

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/dqr-c1l-tpa
title: †Eoplectodonta Kozlowski, 1929

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.