cometadata/datacite-rtg-text-other-reclassification-records huggingface dataset:
sj-docx-1-ldq-10.1177_07319487231209505 – Supplemental material for Science Literacy: Using Multimodal STEM Text Sets to Help Students With Disabilities Engage in Argumentation
Creators: name: Romine, W.
name: van Garderen, D.
name: Folk, W.
name: Lannin, A.
name: Juergensen, R.
name: Smith, C.
name: Abedelnaby, H.
name: Milarsky, T.
Publisher: name: SAGE Journals
Year: 2023
Subjects: Education
Special Education and Disability

description: Supplemental material, sj-docx-1-ldq-10.1177_07319487231209505 for Science Literacy: Using Multimodal STEM Text Sets to Help Students With Disabilities Engage in Argumentation by W. Romine, D. van Garderen, W. Folk, A. Lannin, R. Juergensen, C. Smith, H. Abedelnaby and T. Milarsky in Learning Disability Quarterly
sj-docx-1-cos-10.1177_00207152231211483 – Supplemental material for How anti-corruption actions win hearts: The evaluation of anti-corruption performance, social inequality and political trust—Evidence from the Asian Barometer Survey and the Latino Barometer Survey
Creators: name: Yue, Lei
name: Liu, Qian
Publisher: name: SAGE Journals
Year: 2023
Subjects: subject: Sociology
subject: FOS: Sociology

description: Supplemental material, sj-docx-1-cos-10.1177_00207152231211483 for How anti-corruption actions win hearts: The evaluation of anti-corruption performance, social inequality and political trust—Evidence from the Asian Barometer Survey and the Latino Barometer Survey by Lei Yue and Qian Liu in International Journal of Comparative Sociology
Supplemental Material - Assessing the Impact of a Hospice and Palliative Medicine Mentored Clinical Shadowing Experience for First-Year Medical and Dental Students: A Pilot Study
Creators: name: Engel, Kirsten G.
name: Millham, Lucia R. I.
name: Yeh, Irene M.
name: Malecha, Patrick W.
name: Brizzi, Kate
name: Schwartz, Andrea Wershof
name: Tolchin, Dorothy W.
Publisher: name: SAGE Journals
Year: 2023
Subjects: Nursing not elsewhere classified
Aged Health Care

description: Supplemental Material for Assessing the Impact of a Hospice and Palliative Medicine Mentored Clinical Shadowing Experience for First-Year Medical and Dental Students: A Pilot Study by Kirsten G. Engel, Lucia R. I. Millham, Irene M. Yeh, Patrick W. Malecha, Kate Brizzi, Andrea Wershof Schwartz, Dorothy W. Tolchin in American Journal of Hospice and Palliative Medicine
Supplemental Material - Validity of Intelligence Assessment Among the Roma Minority Population
Creators: name: Czekóová, Kristína
name: Urbánek, Tomáš
Publisher: name: SAGE Journals
Year: 2023
Subjects: Education
Psychology not elsewhere classified

description: Supplemental Material for Validity of Intelligence Assessment Among the Roma Minority Population by Kristína Czekóová and Tomáš Urbánek in Journal of Psychoeducational Assessment
Additional file 9 of Validation of Oxford nanopore sequencing for improved New World Leishmania species identification via analysis of 70-kDA heat shock protein
Creators: name: Patiño, Luz Helena
name: Ballesteros, Nathalia
name: Muñoz, Marina
name: Jaimes, Jesús
name: Castillo-Castañeda, Adriana C.
name: Madigan, Roy
name: Paniz-Mondolfi, Alberto
name: Ramírez, Juan David
Publisher: name: figshare
Year: 2024
Subjects: subject: Genetics
subject: FOS: Biological sciences

description: Additional file 9: Figure S5. Analysis of intraspecies diversity among L. braziliensis sequences. A Phylogenetic relationship among L. braziliensis hsp70 sequences. B Haplotype of L. braziliensis network based on hsp70 sequences. Each haplotype is denoted by a circle and mutational steps between haplotypes are depicted by the number of lines. C Heatmap illustrating pairwise comparison of L. braziliensis sequences.
Konzept zur Entwicklung, Implementierung und Evaluation einer integrierten Social-Media-Marketing-Strategie bei der Bernheim & Co. AG
Creators: name: Löpfe, Joel
Publisher: name: Fachhochschule Nordwestschweiz FHNW
Year: 2016
Subjects: Social-Media
Social-Media-Auftritt
Social-Media-Guidelines
Social-Media-Marketing
Social-Media-Marketing-Strategie
Social-Media-Monitoring

description: Die vorliegende Arbeit verfolgt zwei Ziele. Zum einen befasst sie sich mit der Erarbeitung eines Konzeptes, welches aufzeigt, wie die Bernheim & Co. AG eine Social-Media- Marketing-Strategie konzipieren, Social-Media-Marketing in die bestehende Unternehmenskommunikation integrieren und dessen Umsetzung zu einem späteren Zeitpunkt evaluieren kann. Zum anderen soll eine erste Version von Social-Media-Guidelines entwickelt werden. Um diese Ziele zu erreichen, wurde nebst dem Literaturstudium auf eine Dokumentenanalyse im Sinne einer Best-Practice zurückgegriffen und ein Workshop mit der erweiterten Geschäftsleitung durchgeführt. Als Ergebnis wird ein Konzept vorgestellt, welches dem Auftraggeber als Anleitung für die Entwicklung, Einführung und Evaluation einer integrierten Social-Media-Marketing-Strategie dienen kann. Ausserdem liegt eine erste Version der Guidelines vor und es wird beschrieben, wie der Auftraggeber bei deren Einführung vorgehen soll, um die Mitarbeitenden in die Anpassung der Social-Media-Guidelines miteinzubeziehen und so das Risiko von Widerständen gegenüber diesen zu reduzieren.
Additional file 3 of Can AMH levels predict the need to step up FSH dose for controlled ovarian stimulation following a long GnRH agonist protocol in PCOS women?
Creators: name: Huang, Hui
name: Gao, Haijie
name: Shi, Yingying
name: Deng, Bingbing
name: He, Xuemei
name: Lin, Jin
name: Li, Ping
Publisher: name: figshare
Year: 2024
Subjects: subject: Biophysics
subject: Microbiology
subject: FOS: Biological sciences
subject: Cell Biology
subject: Physiology
subject: Biotechnology
subject: Chemical Sciences not elsewhere classified
subject: Immunology
subject: FOS: Clinical medicine
subject: Mathematical Sciences not elsewhere classified
subject: Cancer
subject: Infectious Diseases
subject: FOS: Health sciences
subject: Computational Biology

description: Supplementary Material 3
sj-docx-1-cde-10.1177_21651434221142801 – Supplemental material for Exploring Asynchronous Online Parent Training on Transition Knowledge of Parents of Youth With Disabilities
Creators: name: Chang, Wen-hsuan
name: Mazzotti, Valerie L.
name: Lo, Ya-yu
name: Kwiatek, Stephen M.
name: Test, David W.
Publisher: name: SAGE Journals
Year: 2023
Subjects: Education
Psychology not elsewhere classified
Special Education and Disability

description: Supplemental material, sj-docx-1-cde-10.1177_21651434221142801 for Exploring Asynchronous Online Parent Training on Transition Knowledge of Parents of Youth With Disabilities by Wen-hsuan Chang, Valerie L. Mazzotti, Ya-yu Lo, Stephen M. Kwiatek and David W. Test in Career Development and Transition for Exceptional Individuals
sj-docx-1-ltj-10.1177_02655322231162838 – Supplemental material for English foreign language reading and spelling diagnostic assessments informing teaching and learning of young learners
Creators: name: Kahn-Horwitz, Janina
name: Goldstein, Zahava
Publisher: name: SAGE Journals
Year: 2023
Subjects: subject: Education
subject: 200399 Language Studies not elsewhere classified
subject: FOS: Languages and literature

description: Supplemental material, sj-docx-1-ltj-10.1177_02655322231162838 for English foreign language reading and spelling diagnostic assessments informing teaching and learning of young learners by Janina Kahn-Horwitz and Zahava Goldstein in Language Testing
Preliminary Detection of GW190521 Using the Coherent Oscillation Detection and Encoding System (CODES)_ A Novel Approach to Gravitational Wave Analysis with Ongoing Validation
Creators: name: Bostick, Devin
Publisher: name: Zenodo
Year: 2025
Subjects: subject: Gravitational Waves
subject: GW190521
subject: Black Hole Merger
subject: Coherent Oscillation Detection
subject: CODES
subject: Signal Processing
subject: Phase-Locking
subject: Prime-Based Encoding
subject: LIGO
subject: Strain Data
subject: Data Analysis
subject: Python
subject: Open Science
subject: Preliminary Results
subject: Astrophysics
subject: Theoretical physics

description: Main CODES Paper with replicable, empirical, falsifiable tests = LinkNote: I'm running a ton more tests to corroborate LIGO results across datasets.

Abstract

We present a preliminary application of the Coherent Oscillation Detection and Encoding System (CODES), a novel method for detecting gravitational waves using prime-based encoding and phase-locking, to the GW190521 event detected by LIGO. CODES encodes strain data into a complex function C(x,t)=∑p=2,3,5,71pei(2πlog⁡(p)t+χpx) C(x,t) = \sum_{p=2,3,5,7} \frac{1}{p} e^{i(2\pi \log(p) t + \chi_p x)} C(x,t)=∑p=2,3,5,7p1ei(2πlog(p)t+χpx), enhancing coherence through phase alignment to compute a Coherence Score (CCS). Using H1 detector data from GPS 1242442965.779297 to 1242442968.220459, CODES identified a peak CCS of 1.945987e-38 at GPS 1242442967.256348, closely aligning with the known merger time of 1242442967. This suggests CODES’s potential as an alternative detection technique. However, this is a single-event analysis with unoptimized parameters. Ongoing work includes testing CODES on additional events (e.g., GW150914, GW170817), optimizing phase shifts, and conducting statistical significance tests to prepare for a journal submission. This preprint timestamps the method’s initial success.
sj-docx-1-epm-10.1177_00131644231171137 – Supplemental material for The Trade-Off Between Factor Score Determinacy and the Preservation of Inter-Factor Correlations
Creators: name: Beauducel, André
name: Hilger, Norbert
name: Kuhl, Tobias
Publisher: name: SAGE Journals
Year: 2023
Subjects: subject: 160807 Sociological Methodology and Research Methods
subject: FOS: Sociology
subject: Education
subject: 170199 Psychology not elsewhere classified
subject: FOS: Psychology

description: Supplemental material, sj-docx-1-epm-10.1177_00131644231171137 for The Trade-Off Between Factor Score Determinacy and the Preservation of Inter-Factor Correlations by André Beauducel, Norbert Hilger and Tobias Kuhl in Educational and Psychological Measurement
title: Optimal Operation of a Tidal Turbine
Creators: name: Schmitz, Christian
name: Pelz, Peter F.
Publisher: name: TU Wien: Institute of Energy Systems and Thermodynamics
Year: 2022

description: The optimum operation strategy of a tidal turbine is calculated for a generic problem which consists of a small and shallow channel between two infinite reservoirs exposed to tidal waves. The optimal operating volume flow rate is found to be 1/√3 of the natural flow rate without employed tidal turbines and yields the maximum energy to be harvested per period, which is 2√3⁄9 ≈ 38.5% of the initially transported energy per period.
Additional file 1 of HepFREEPak: protocol for a multi-centre, prospective observational study examining efficacy and impact of current therapies for the treatment of hepatitis C in Pakistan and reporting resistance to antiviral drugs: study protocol
Creators: name: Arif, Ambreen
name: Hasnain, Aliya
name: Chaudhry, Auj
name: Asim, Muhammad
name: Shafqat, Muhammad Nabeel
name: Altaf, Abeer
name: Saba, Noor
name: Kemos, Polychronis
name: Ansari, M. Azim
name: Barnes, Eleanor
name: Metcalfe, Chris
name: Vickerman, Peter
name: Qureshi, Huma
name: Hamid, Saeed
name: Choudhry, Asad Ali
name: Niaz, Saad Khalid
name: Foster, Graham R.
name: Choudhry, Naheed
Publisher: name: figshare
Year: 2023
Subjects: subject: Medicine
subject: Pharmacology
subject: Biotechnology
subject: Environmental Sciences not elsewhere classified
subject: Immunology
subject: FOS: Clinical medicine
subject: Cancer
subject: Infectious Diseases
subject: FOS: Health sciences
subject: Virology
subject: Computational Biology

description: Additional file 1: Appendix 1. Study groups & interventions. Appendix 2. Study instruments - Sociodemographic data.
Additional file 2 of HepFREEPak: protocol for a multi-centre, prospective observational study examining efficacy and impact of current therapies for the treatment of hepatitis C in Pakistan and reporting resistance to antiviral drugs: study protocol
Creators: name: Arif, Ambreen
name: Hasnain, Aliya
name: Chaudhry, Auj
name: Asim, Muhammad
name: Shafqat, Muhammad Nabeel
name: Altaf, Abeer
name: Saba, Noor
name: Kemos, Polychronis
name: Ansari, M. Azim
name: Barnes, Eleanor
name: Metcalfe, Chris
name: Vickerman, Peter
name: Qureshi, Huma
name: Hamid, Saeed
name: Choudhry, Asad Ali
name: Niaz, Saad Khalid
name: Foster, Graham R.
name: Choudhry, Naheed
Publisher: name: figshare
Year: 2024
Subjects: subject: Medicine
subject: Pharmacology
subject: Biotechnology
subject: Environmental Sciences not elsewhere classified
subject: Immunology
subject: FOS: Clinical medicine
subject: Cancer
subject: Infectious Diseases
subject: FOS: Health sciences
subject: Virology
subject: Computational Biology

description: Additional file 2. Supplementary material.
sj-pdf-1-ajs-10.1177_03635465231198501 – Supplemental material for Inhibition of IKKβ via a DNA-Based In Situ Delivery System Improves Achilles Tendinopathy Healing in a Rat Model
Creators: name: Ge, Zilu
name: Yang, Mingyu
name: Wei, Danfeng
name: Wang, Dong
name: Zhao, Renliang
name: Deng, Xiangtian
name: Tang, Yunfeng
name: Fang, Qian
name: Xiong, Zhencheng
name: Wang, Chengshi
name: Wang, Guanglin
name: Li, Wei
name: Tang, Kanglai
Publisher: name: SAGE Journals
Year: 2023
Subjects: Orthopaedics
Sports Medicine
Surgery

description: Supplemental material, sj-pdf-1-ajs-10.1177_03635465231198501 for Inhibition of IKKβ via a DNA-Based In Situ Delivery System Improves Achilles Tendinopathy Healing in a Rat Model by Zilu Ge, Mingyu Yang, Danfeng Wei, Dong Wang, Renliang Zhao, Xiangtian Deng, Yunfeng Tang, Qian Fang, Zhencheng Xiong, Chengshi Wang, Guanglin Wang, Wei Li and Kanglai Tang in The American Journal of Sports Medicine
Singendes und spielendes Vergnügen reiner Andacht, oder, Geistreiche Gesänge
Creators: name: Schmidlin, Johannes
Publisher: name: gedruckt in Bürgklischer Druckerey
Year: 1777

description: nach der Wahl des Besten gesammlet, zur Erweckung des innern Christenthums eingerichtet, und mit musikalischen Compositionen begleitet von Johannes Schmidlin
description: Frontispiz von Johann Rudolf Holzhalb
description: Für 1-4 Singst Bc
Die  CL Psalmen Davids
Creators: name: Lobwasser, Ambrosius
Publisher: name: getruckt bey David Gessner
Year: 1775

description: durch D. Ambr. Lobwasser in teutsche Reimen gebracht, samt andern auserlessnen Psalmen, Fest-, Kirchen- und Lob-Gesängen, der lieben Kirchen Gottes zu Gutem, mit allem Ernst und Fleisse zu vier Stimmen heraus gefertiget
description: Titelvignette und Frontispiz
Additional file 4 of Lens epithelium cell ferroptosis mediated by m6A-lncRNA and GPX4 expression in lens tissue of age-related cataract
Creators: name: Wang, Yong
name: Li, Pengfei
name: Wang, Congyu
name: Bao, Sijie
name: Wang, Siwen
name: Zhang, Guowei
name: Zou, Xi
name: Wu, Jian
name: Guan, Yu
name: Ji, Min
name: Guan, Huaijin
Publisher: name: figshare
Year: 2024
Subjects: subject: Genetics
subject: FOS: Biological sciences

description: Supplementary Material 4: Table S1 RNA Integrity and gDNA contamination test by Denaturing Agarose Gel Electrophoresis
sj-docx-1-mio-10.1177_20597991231202854 – Supplemental material for Measuring everyday experiences with the police in the Netherlands: An experience sampling pilot study
Creators: name: Nivette, Amy
name: Op de Weegh, Amina
name: Nägel, Christof
Publisher: name: SAGE Journals
Year: 2023
Subjects: subject: Sociological Methodology and Research Methods
subject: Sociology
subject: FOS: Sociology

description: Supplemental material, sj-docx-1-mio-10.1177_20597991231202854 for Measuring everyday experiences with the police in the Netherlands: An experience sampling pilot study by Amy Nivette, Amina Op de Weegh and Christof Nägel in Methodological Innovations
Geophysical Site Characterization and monitoring of CO2 mineralization in Basaltic Complexes, Helguvik, Iceland
Creators: name: Junker, Jonas
name: Obermann, Anne
name: Zappone, Alba Simona
name: Maurer, Hansruedi
name: Wiemer, Stefan
Publisher: name: ETH Zurich
Year: 2024

description: In a pilot project (DemoUpStorage) in Helguvik, Iceland, CO2 is injected into basaltic strata using seawater instead of freshwater for CO2 dissolution. The aim is to obtain permanent storage of the CO2 by mineral carbonation. We aim to observe the precipitation of Mg and Fe carbonates in the porosity of the reservoir at depth. Additional to geochemical observations, we use geophysical methods (ERT, seismics) to monitor the mineralization process.

Here, we present the overall project, the geophysical characterization of the site and the first time-lapse monitoring results. We performed a cross-hole seismic traveltime tomography and single-hole electrical resistivity (ERT) measurements to characterize the study site in the target depth of 150m to 400m and to record a geophysical baseline for the time-lapse measurements. The seismic and geoelectric data are in good agreement, highlighting multiple basaltic layers of tens of meters in thickness with sedimentary interlayers. With the CO2 injection starting in early 2024, we will also show the first results from the (daily) time-lapse ERT surveys.
description: EGUsphere
Additional file 1 of De novo identification of expressed cancer somatic mutations from single-cell RNA sequencing data
Creators: name: Zhang, Tianyun
name: Jia, Hanying
name: Song, Tairan
name: Lv, Lin
name: Gulhan, Doga C.
name: Wang, Haishuai
name: Guo, Wei
name: Xi, Ruibin
name: Guo, Hongshan
name: Shen, Ning
Publisher: name: figshare
Year: 2023
Subjects: subject: Genetics
subject: FOS: Biological sciences

description: Additional file 1: Includes 18 figures of additional results. The names of the figure are: Figure S1. Workflow illustrates the different strategies between RESA and other methods; Figure S2. The correlation between site-specific depth and number of detectable SNVs in scRNA-seq; Figure S3. Scatter plots showing VAF correlation of SNVs detected by RESA between scRNA-seq and WES in the A375 cell line; Figure S4. Full length scRNA-seq sequencing procedure, steps where noise and artefacts may be introduced are highlighted; Figure S5. Comparison between identified somatic SNVs and identified noise and artefacts; Figure S6. Scatter plots showing VAF correlation of SNVs detected by RESA between scRNA-seq and WES, as well as scRNA-seq and bRNA-seq in the A375 cell line and LNCaP cell line; Figure S7. AUC values of the joint logistic regression model prediction on the test set in 15 tested datasets; Figure S8. Correlation of feature weights in quality-based and sequence-based logistic regression; Figure S9. The distribution of million reads per cell in in silico spike-in datasets of 1-month-old, 5-year-old, 6-year-old donors; Figure S10. The bar plot illustrates the percentage change of the number of expressed SNVs detected by RESA-jLR against RESA-identified SNVs in the in silico spike-in scRNA-seq dataset of a 5-year-old child; Figure S11. The bar plot illustrates sensitivity in the in silico spike-in scRNA-seq dataset of 1-month-old, 5-year-old, 6-year-old donors; Figure S12. Boxplots showing precisions (top) and sensitivities (bottom) of different methods in identifying positive somatic SNVs using WES data as ground truth across 15 scRNA-seq datasets; Figure S13. The bar plot illustrates the sensitivity of 15 cell line datasets; Figure S14. Evaluating RESA performance with comparison to other methods; Figure S15. The bar plot illustrates sensitivity in PDX tumor datasets; Figure S16. Bar plots illustrate the F0.5 scores of RESA, RESA-jLR, and other methods in PDX tumor datasets; Figure S17. Lung cancer PDX tumor datasets with the matched normal in two groups of independent cells; Figure S18. Reanalysis of a melanoma scRNA-seq dataset using RESA.
sj-docx-3-mde-10.1177_23821205231204758 - Supplemental material for EKG Acquisition Curriculum for Pediatric Trainees
Creators: name: Obsekov, Vladislav
name: Teng, Christopher
name: Balmer, Dorene F
Publisher: name: SAGE Journals
Year: 2023
Subjects: Education

description: Supplemental material, sj-docx-3-mde-10.1177_23821205231204758 for EKG Acquisition Curriculum for Pediatric Trainees by Vladislav Obsekov, Christopher Teng and Dorene F Balmer in Journal of Medical Education and Curricular Development
Landscaping Linear Mode Connectivity
Creators: name: Singh, Sidak Pal
name: Adilova, Linara
name: Kamp, Michael
name: Fischer, Asja
name: Schölkopf, Bernhard
name: Hofmann, Thomas
Publisher: name: ETH Zurich
Year: 2024

description: The presence of linear paths in parameter space between two different network solutions in certain cases, i.e., linear mode connectivity (LMC), has garnered interest from both theoretical and practical fronts. There has been significant research that either practically designs algorithms catered for connecting networks by adjusting for the permutation symmetries as well as some others that more theoretically construct paths through which networks can be connected. Yet, the core reasons for the occurrence of LMC, when in fact it does occur, in the highly non-convex loss landscapes of neural networks are far from clear. In this work, we take a step towards this direction by providing a model of how the loss landscape needs to be topographically for LMC (or the lack thereof) to manifest. Concretely, we present a `mountainside and ridge' perspective that helps to neatly tie together different geometric features that can be spotted in the loss landscape along the training runs. We also complement this perspective by providing a theoretical analysis of the barrier height, for which we also provide empirical support, and which additionally extends as a faithful predictor of layerwise LMC. We close with a toy example that provides further intuition on how barriers arise in the first place, all in all, showcasing the larger aim of the work --- to provide a working model of the landscape and its topography for the occurrence of linear mode connectivity.
description: High-dimensional Learning Dynamics 2024: The Emergence of Structure and Reasoning
sj-docx-1-ine-10.1177_15910199231205050 - Supplemental material for Increased door-to-puncture time during off-duty hours results in poor treatment outcomes for acute ischemic stroke: A subanalysis of the K-NET registry
Creators: name: Ishikawa, Shun
name: Miyake, Shigeta
name: Akimoto, Taisuke
name: Nakai, Yasunobu
name: Amano, Yu
name: Yamamoto, Ryoo
name: Amari, Kazumitsu
name: Yamamoto, Tetsuya
name: Takeuchi, Masataka
name: Morimoto, Masafumi
name: Tsuboi, Yoshifumi
name: Kaku, Shogo
name: Ayabe, Junichi
name: Akiyama, Takekazu
name: Yamamoto, Daisuke
name: Ito, Hidemichi
name: Onodera, Hidetaka
name: Hagiwara, Yuta
name: Takaishi, Satoshi
name: Hasegawa, Yasuhiro
name: Ueda, Toshihiro
Publisher: name: SAGE Journals
Year: 2023
Subjects: subject: Neurology and Neuromuscular Diseases
subject: FOS: Clinical medicine
subject: Neuroscience

description: Supplemental material, sj-docx-1-ine-10.1177_15910199231205050 for Increased door-to-puncture time during off-duty hours results in poor treatment outcomes for acute ischemic stroke: A subanalysis of the K-NET registry by Shun Ishikawa, Shigeta Miyake, Taisuke Akimoto, Yasunobu Nakai, Yu Amano, Ryoo Yamamoto, Kazumitsu Amari, Tetsuya Yamamoto, Masataka Takeuchi, Masafumi Morimoto, Yoshifumi Tsuboi, Shogo Kaku, Junichi Ayabe, Takekazu Akiyama, Daisuke Yamamoto, Hidemichi Ito, Hidetaka Onodera, Yuta Hagiwara, Satoshi Takaishi, Yasuhiro Hasegawa, Toshihiro Ueda and K-NET Registry Investigators in Interventional Neuroradiology
sj-docx-1-asm-10.1177_10731911231208403 – Supplemental material for Assessment of Comorbid Obsessive-Compulsive Disorder and Posttraumatic Stress Disorder
Creators: name: Fenlon, Emily E.
name: Pinciotti, Caitlin M.
name: Jones, Alyssa C.
name: Rippey, Colton S.
name: Wild, Hannah
name: Hubert, Troy J. J.
name: Tipsword, Jordyn M.
name: Badour, Christal L.
name: Adams, Thomas G.
Publisher: name: SAGE Journals
Year: 2023
Subjects: Sociological Methodology and Research Methods
Psychology not elsewhere classified

description: Supplemental material, sj-docx-1-asm-10.1177_10731911231208403 for Assessment of Comorbid Obsessive-Compulsive Disorder and Posttraumatic Stress Disorder by Emily E. Fenlon, Caitlin M. Pinciotti, Alyssa C. Jones, Colton S. Rippey, Hannah Wild, Troy J. J. Hubert, Jordyn M. Tipsword, Christal L. Badour and Thomas G. Adams in Assessment
sj-pdf-1-jmx-10.1177_00222429231207830 - Supplemental material for Bringing the Doctor to the Patients: Cardiology Outreach to Rural Areas
Creators: name: Bell, J. Jason
name: Lee, Sanghak
name: Gruca, Thomas S.
Publisher: name: SAGE Journals
Year: 2023
Subjects: Hospitality Management

description: Supplemental material, sj-pdf-1-jmx-10.1177_00222429231207830 for Bringing the Doctor to the Patients: Cardiology Outreach to Rural Areas by J. Jason Bell, Sanghak Lee and Thomas S. Gruca in Journal of Marketing
sj-pdf-1-eqs-10.1177_87552930231205790 – Supplemental material for A model for partially dependent component damage fragilities in seismic risk analysis
Creators: name: Baker, Jack W
name: Almeter, Ed
name: Cook, Dustin
name: Liel, Abbie B
name: Haselton, Curt
Publisher: name: SAGE Journals
Year: 2023
Subjects: Engineering not elsewhere classified

description: Supplemental material, sj-pdf-1-eqs-10.1177_87552930231205790 for A model for partially dependent component damage fragilities in seismic risk analysis by Jack W Baker, Ed Almeter, Dustin Cook, Abbie B Liel and Curt Haselton in Earthquake Spectra
A perspective on the Swiss pilot study for a monitoring of genetic diversity
Creators: name: Fischer, Martin C.
name: Reutimann, Oliver
name: Ulrich, Gabriel F.
name: Clivaz, Karim
name: Tschan, Jasmine Noëlle
name: Zemp, Niklaus
name: Gugerli, Felix
name: Holderegger, Rolf
name: Widmer, Alex
Publisher: name: ETH Zurich
Year: 2024

description: Abstract Booklet 6th European Consrvation Genetics Meeting 2024
sj-docx-1-qjp-10.1177_17470218231203459 – Supplemental material for The influence of tonality, tempo, and musical sophistication on the listener’s time-duration estimates
Creators: name: Borges Silva, Ligia
name: Phillips, Michelle
name: Oliveira Martins, José
Publisher: name: SAGE Journals
Year: 2023
Subjects: Psychology not elsewhere classified

description: Supplemental material, sj-docx-1-qjp-10.1177_17470218231203459 for The influence of tonality, tempo, and musical sophistication on the listener’s time-duration estimates by Ligia Borges Silva, Michelle Phillips and José Oliveira Martins in Quarterly Journal of Experimental Psychology
Monitoring genetic diversity: A genomics-based pilot study for Switzerland
Creators: name: Fischer, Martin C.
name: Reutimann, Oliver
name: Ulrich, Gabriel F.
name: Clivaz, Karim
name: Tschan, Jasmine Noëlle
name: Zemp, Niklaus
name: Gugerli, Felix
name: Holderegger, Rolf
name: Widmer, Alex
Publisher: name: ETH Zurich
Year: 2024

description: Genetic diversity is the raw material of evolution and is essential for species to adapt to changing environments. To date, systematic monitoring of genetic diversity on a national scale has rarely been undertaken. We have initiated a pilot study on genetic diversity monitoring in Switzerland, with the aim of assessing genetic diversity indicators for five animal and plant species, thereby gaining the practical experience necessary for setting up a genomics-based monitoring programme. The five selected species occur in habitats of national importance or in anthropogenically modified landscapes. We de novo assembled their reference genomes, sampled >1,200 individuals across all biogeographic regions in Switzerland, and re-sequenced their full genomes. For two species, we used a museomic approach to go back up to 200 years into the past. Together, these data enable detailed conservation-relevant analyses, not only of genetic diversity, but also of runs of homozygosity (ROH) and estimates of effective population size (Ne), and provide unprecedented insights into temporal changes in genetic diversity in natural populations. With the experience gained, it is now possible to monitor genetic diversity at a national scale. An ongoing challenge is to develop scientifically sound but intuitive indicators, which can be effectively communicated to relevant authorities and stakeholders for implementation in conservation management.
description: Proceedings World Biodiversity Forum 2024
Additional file 2 of Quantitative thresholds for variant enrichment in 13,845 cases: improving pathogenicity classification in genetic hearing loss
Creators: name: Liu, Sihan
name: Zhong, Mingjun
name: Huang, Yu
name: Zhang, Qian
name: Chen, Ting
name: Xu, Xiaofei
name: Peng, Wan
name: Wang, Xiaolu
name: Feng, Xiaoshu
name: Kang, Lu
name: Lu, Yu
name: Cheng, Jing
name: Bu, Fengxiao
name: Yuan, Huijun
Publisher: name: figshare
Year: 2024
Subjects: subject: Genetics
subject: FOS: Biological sciences

description: Additional file 2: Supplementary Methods. Supplementary Results. Fig. S1. Flow chart of subjects and variant inclusion. Fig. S2. Distribution of allele count in cases for variants in truth subset 3. Fig. S3. Pearson correlation of allele frequency (AF) and odds ratio (OR) between CDGC controls and the gnomAD East Asian population. Fig. S4. Results of Sanger sequencing.
sj-docx-1-qjp-10.1177_17470218231204350 – Supplemental material for When leaders disclose uncertainty: Effects of expressing internal and external uncertainty about a decision
Creators: name: Løhre, Erik
name: Halvor Teigen, Karl
Publisher: name: SAGE Journals
Year: 2023
Subjects: Psychology not elsewhere classified

description: Supplemental material, sj-docx-1-qjp-10.1177_17470218231204350 for When leaders disclose uncertainty: Effects of expressing internal and external uncertainty about a decision by Erik Løhre and Karl Halvor Teigen in Quarterly Journal of Experimental Psychology
sj-docx-1-jmh-10.1177_15579883231209189 – Supplemental material for “Hey Amir, How Are You REALLY Doing?”: Participant Perspectives of a Peer-Based Suicide Prevention Campaign for Men
Creators: name: Sharp, Paul
name: Zhu, Patricia
name: Ogrodniczuk, John S.
name: Seidler, Zac E.
name: Wilson, Michael J.
name: Fisher, Krista
name: Oliffe, John L.
Publisher: name: SAGE Journals
Year: 2023
Subjects: Health and Community Services
Nursing not elsewhere classified
Public Health and Health Services not elsewhere classified

description: Supplemental material, sj-docx-1-jmh-10.1177_15579883231209189 for “Hey Amir, How Are You REALLY Doing?”: Participant Perspectives of a Peer-Based Suicide Prevention Campaign for Men by Paul Sharp, Patricia Zhu, John S. Ogrodniczuk, Zac E. Seidler, Michael J. Wilson, Krista Fisher and John L. Oliffe in American Journal of Men's Health
Variational Low-Rank Adaptation Using IVON
Creators: name: Cong, Bai
name: Daheim, Nico
name: Shen, Yuesong
name: Cremers, Daniel
name: Yokota, Rio
name: Khan, Mohammad Emtiyaz
name: Möllenhoff, Thomas
Publisher: name: ETH Zurich
Year: 2024
Subjects: Machine Learning (cs.LG)
Artificial Intelligence (cs.AI)
Computation and Language (cs.CL)
Machine Learning (stat.ML)
FOS: Computer and information sciences

description: We show that variational learning can significantly improve the accuracy and calibration of Low-Rank Adaptation (LoRA) without a substantial increase in the cost. We replace AdamW by the Improved Variational Online Newton (IVON) algorithm to finetune large language models. For Llama-2 with 7 billion parameters, IVON improves the accuracy over AdamW by 2.8% and expected calibration error by 4.6%. The accuracy is also better than the other Bayesian alternatives, yet the cost is lower and the implementation is easier. Our work provides additional evidence for the effectiveness of IVON for large language models. The code is available at https://github.com/team-approx-bayes/ivon-lora.
description: arXiv
Book Reviews
Creators: name: Reviews, Book
Publisher: name: BC Studies: The British Columbian Quarterly
Year: 2010

description: • Pacific Salmon Life Histories by C. Groot

-Reviewed by Lionel Johnson (pgs: 72-4)
• Water in Sustainable Development: Exploring Our Common Future in the Fraser River Basin (Vol. 2) by Anthony H. J. Dorcey

-Reviewed by Mark Sproule-Jones (pgs: 74-7)
• A Time of Gathering: Native Heritage in Washington State by Robin K. Wright

-Reviewed by Bruce G. Miller (pgs: 77-9)
• The Voyage of Sutil and Mexicana, 1792: The Last Spanish Exploration of the Northwest Coast of America by John Kendrick

-Reviewed by Rick Hendricks (pgs: 79- 80)
• Demon Rum or Easy Money: Government Control of Liquor in British Columbia from Prohibition to Privatization by Robert A. Campbell

-Reviewed by Stephen Tomblin (pgs: 81-2)
• The Collected Poetry of Malcolm Lowry by Kathleen Scherf

-Reviewed by Sherrill Grace (pgs: 82-4)
• Vancouver's Chinatown: Racial Discourse in Canada, 1875-1980 by Kay J. Anderson

-Reviewed by Timothy J. Stanley (pgs: 84-7)
• British Columbia Local Histories: A Bibliography by Linda L. Hale

-Reviewed by Robert A. Campbell (pgs: 87-9)
description: BC Studies: The British Columbian Quarterly, No 97: Cultural History in British Columbia, Spring 1993
sj-docx-1-trr-10.1177_03611981231203225 – Supplemental material for Psychological Factors Influencing College Students’ Mobile Phone Use While Walking
Creators: name: Liu, Jianrong
name: Wei, Yating
name: Zhu, Xutong
name: Shi, Ziyang
Publisher: name: SAGE Journals
Year: 2023
Subjects: Urban and Regional Planning not elsewhere classified

description: Supplemental material, sj-docx-1-trr-10.1177_03611981231203225 for Psychological Factors Influencing College Students’ Mobile Phone Use While Walking by Jianrong Liu, Yating Wei, Xutong Zhu and Ziyang Shi in Transportation Research Record
Additional file 1 of scNAT: a deep learning method for integrating paired single-cell RNA and T cell receptor sequencing profiles
Creators: name: Zhu, Biqing
name: Wang, Yuge
name: Ku, Li-Ting
name: van Dijk, David
name: Zhang, Le
name: Hafler, David A.
name: Zhao, Hongyu
Publisher: name: figshare
Year: 2023
Subjects: subject: Biophysics
subject: Biochemistry
subject: Microbiology
subject: FOS: Biological sciences
subject: Cell Biology
subject: Molecular Biology
subject: Biotechnology
subject: Chemical Sciences not elsewhere classified
subject: Immunology
subject: FOS: Clinical medicine
subject: Biological Sciences not elsewhere classified
subject: Mathematical Sciences not elsewhere classified
subject: Developmental Biology
subject: Hematology

description: Additional file 1.
SIKeD: Self-guided Iterative Knowledge Distillation for mathematical reasoning
Creators: name: Adarsh, Shivam
name: Shridhar, Kumar
name: Gulcehre, Caglar
name: Monath, Nicholas
name: Sachan, Mrinmaya
Publisher: name: ETH Zurich
Year: 2024
Subjects: Artificial Intelligence (cs.AI)
FOS: Computer and information sciences

description: Large Language Models (LLMs) can transfer their reasoning skills to smaller models by teaching them to generate the intermediate reasoning process required to solve multistep reasoning tasks. While LLMs can accurately solve reasoning tasks through a variety of strategies, even without fine-tuning, smaller models are not expressive enough to fit the LLMs distribution on all strategies when distilled and tend to prioritize one strategy over the others. This reliance on one strategy poses a challenge for smaller models when attempting to solve reasoning tasks that may be difficult with their preferred strategy. To address this, we propose a distillation method SIKeD (Self-guided Iterative Knowledge Distillation for mathematical reasoning), where the LLM teaches the smaller model to approach a task using different strategies and the smaller model uses its self-generated on-policy outputs to choose the most suitable strategy for the given task. The training continues in a self-guided iterative manner, where for each training iteration, a decision is made on how to combine the LLM data with the self-generated outputs. Unlike traditional distillation methods, SIKeD allows the smaller model to learn which strategy is suitable for a given task while continuously learning to solve a task using different strategies. Our experiments on various mathematical reasoning datasets show that SIKeD significantly outperforms traditional distillation techniques across smaller models of different sizes. Our code is available at: https://github.com/kumar-shridhar/SIKeD
description: arXiv
Supplemental Material - A resource-based analysis of strategic alliances between knowledge intermediaries in regional innovation support systems
Creators: name: Bäumle, Philipp
name: Bizer, Kilian
Publisher: name: SAGE Journals
Year: 2023
Subjects: Economics
Education
Organisation and Management Theory

description: Supplemental Material for A resource-based analysis of strategic alliances between knowledge intermediaries in regional innovation support systems by Philipp Bäumle and Kilian Bizer in Industry and Higher Education
sj-docx-2-dhj-10.1177_20552076231211277 - Supplemental material for Digital inclusion: A mixed-method study of user behavior and content on Twitter
Creators: name: Salzmann-Erikson, Martin
Publisher: name: SAGE Journals
Year: 2023
Subjects: subject: Health and Community Services
subject: Cardiology
subject: Endocrinology
subject: Geriatrics and Gerontology
subject: Nursing not elsewhere classified
subject: Oncology and Carcinogenesis not elsewhere classified
subject: Aged Health Care
subject: Public Health and Health Services not elsewhere classified
subject: Engineering not elsewhere classified
subject: Anthropology
subject: FOS: Sociology
subject: Cultural Studies not elsewhere classified
subject: Information and Computing Sciences not elsewhere classified
subject: Organisation and Management Theory
subject: Science Policy
subject: Social Policy
subject: Sociology

description: Supplemental material, sj-docx-2-dhj-10.1177_20552076231211277 for Digital inclusion: A mixed-method study of user behavior and content on Twitter by Martin Salzmann-Erikson in DIGITAL HEALTH
Investigation of Seismic Anisotropy in the Undisturbed Rotondo Granite
Creators: name: Behnen, Kathrin
name: Hertrich, Marian
name: Maurer, Hansruedi
name: Shakas, Alexis
name: Bröker, Kai Erich Norbert
name: Epiney, Claire
name: Blanch Jover, María
name: Giardini, Domenico
Publisher: name: ETH Zurich
Year: 2024

description: The hypothesis of stress-induced seismic anisotropy was tested in the Bedretto Lab, a deep underground rock laboratory in the Swiss alps. Several comprehensive crosshole seismic surveys were acquired to analyze the directional dependency of seismic wave velocities in the undisturbed host rock. This required precise knowledge on the source and receiver positions as well as a good data quality that allow the determination of traveltimes for different wave types. A tilted transverse isotropic (TTI) model could be established that explains the measured data to a first order. All relevant model parameters could be well constrained using P- and S-wave arrival times. However, a systematic misfit distribution indicates that a more complex anisotropy model might be required to fully explain the measurements. This is consistent with our hypothesis that seismic anisotropy has a significant stress-induced component. More controlled laboratory experiments on the centimeter to decimeter scale were performed to validate our field measurements. These measurements show a comparable order of P- and S-wave anisotropy in the rock volume. The knowledge on the driving mechanism for anisotropy in igneous rocks can potentially help to enhance the monitoring of stress field variations during geothermal operations, thereby improving hazard assessment protocols.
description: EGUsphere
Southern Ocean Flux Station (SOFS) data applications - validation of IMOS L3S SST products and investigation of a large SST gradient event
Creators: name: Zhang, Haifeng
name: Beggs, Helen
name: Schulz, Eric
name: Govekar, Pallavi
Publisher: name: Zenodo
Year: 2024

description: This presentation was held at the 25th International SST Users’ Symposium and GHRSST Science Team Meeting (GHRSST25) held in Montreal, Canada/Online from 10 – 14 June 2024.

Explore the full program at GHRSST25 on the GHRSST Website here.
Book Reviews
Creators: name: Reviews, Book
Publisher: name: BC Studies: The British Columbian Quarterly
Year: 2010

description: • A Death Feast in Dimla-Hamid by Terry Glavin

-Reviewed by Doreen Jensen (pgs: 85-6)
• Vancouver's Voyage: Charting the Northwest Coast, 1791-1795 by Robin Fisher

-Reviewed by W. Kaye Lamb (pgs: 87-8)
• The Northwest Coast: British Navigation, Trade, and Discoveries to 1812 by Barry M. Gough

-Reviewed by W. Michael Mathes (pgs: 88-91)
• Emerging Issues in Forest Policy by Peter N. Nemetz

-Reviewed by Anthony Scott (pgs: 93-5)
• Three's a Crew by Kathrene Pinkerton

-Reviewed by Richard Mackie (pgs: 95-9)
description: BC Studies: The British Columbian Quarterly, No 98: Summer 1993
Differential arrival times for source location with DAS arrays: tests on data selection and automatic weighting procedure
Creators: name: Bozzi, Emanuele
name: Piana Agostinetti, Nicola
name: Saccorotti, Gilberto
name: Fichtner, Andreas
name: Gebraad, Lars
name: Kiers, Tjeerd
name: Nishimura, Takeshi
Publisher: name: ETH Zurich
Year: 2024

description: Distributed Acoustic Sensing (DAS) technology is currently used to monitor seismic activity, offering a unique spatially-dense representation of the along-the-cable strain wavefield. Traditional seismic networks typically rely on the timing of specific seismic phases to estimate source locations. In this context, DAS arrays may fail to provide accurate traveltimes because of spatially-heterogeneous waveforms. The motivations are (but not limited to) the directional sensitivity, the heterogeneous cable ground-coupling and the enhanced sensitivity to lateral variations in the medium elastic properties. The resulting fluctuations in signal-to-noise ratios of the dense DAS channels pose significant challenges in the automatic picking of body phases, e.g., P-wave Absolute Arrival Times (P-ARTs). Consequently, the complex distribution of the estimated traveltimes impacts the accuracy of event locations, especially if incorrect assumptions on error statistics (e.g., Normal distribution) are considered. In this study, we address this issue by exploiting the intrinsic DAS measurements' spatial density and testing selected P-wave Differential Arrival Times (P-DATs) for source location. We estimate P-DATs for all the possible DAS channel pairs by identifying the time delay corresponding to the peak of each cross-correlation function. Subsequently, we select P-DATs based on two criteria: interchannel distance and cross-correlation index value. This procedure is often employed to reduce the risk of mixing delay times from coherent and incoherent waveforms. As a first test, using a probabilistic inversion (Hamiltonian Monte Carlo method), we demonstrate how the selected P-DATs provide a better constraint on the event's azimuthal direction compared to P-ARTs. Then, as a second experiment, we move from a subjective selection of P-DATs. To do so, we test a fully-automated and data-driven covariance matrix weighting procedure, in a probabilistic inversion scheme. Specifically, we compute posterior probability distributions for both the physical parameters (event location) and hyperparameters related to data features (interchannel distance and cross-correlation index thresholds). In this scheme, the hyperparameters define each weight along the diagonal of the covariance matrix. These tests offer useful insights into the utilization of P-DATs for event location with DAS. Moreover, we provide an automatic approach to avoid subjective biases based on pre‐conceptions in the a-priori data selection.
description: EGUsphere
Geological Modeling of Subsurface Structures from RIMFAX Ground Penetrating Radar Observations in Jezero Crater, Mars
Creators: name: Hamran, Svein-Erik
name: Paige, David
name: Andersson, Fredrik
name: Berger, Tor
name: Cardarelli, Emily
name: Carter, Lynn
name: Dypvik, Henning
name: Russell, Patrick
name: Mellon, Michael
name: Nunes, Daniel
name: Plettemeier, Dirk
Publisher: name: ETH Zurich
Year: 2024

description: NASA's Perseverance Rover is exploring the Jezero Crater carrying the RIMFAX ground penetrating radar. RIMFAX has acquired a continuous subsurface radar image at 10 cm intervals along the rover’s > 25 km long ground track across the crater floor and fan, probing depths of >30 m below the rover, Figure 1. RIMFAX provides subsurface context for better understanding the depositional environments of the geological units that the rover has examined on the crater floor and the fan thus far. The Mars 2020 mission objectives are to seek signs of ancient life on Mars and cache a set of samples for possible return to Earth by a follow-on mission, [1]. An important part of the mission is to document the geological settings the cached samples are collected from. The Radar Imager of the Mars’ Subsurface Experiment is a gated FMCW radar operating in the frequency band of 150 – 1200 MHz. The antenna is a slotted bow tie antenna 70 cm above the surface. The typical center frequency of the reflected signal at 10–15-meter depth is 400 Mhz. RIMFAX collects soundings in three operating modes (surface, shallow and deep) every 10 cm along the rover’s traverse path, [2].
description: EPSC Abstracts, 17
Additional file 5 of scNAT: a deep learning method for integrating paired single-cell RNA and T cell receptor sequencing profiles
Creators: name: Zhu, Biqing
name: Wang, Yuge
name: Ku, Li-Ting
name: van Dijk, David
name: Zhang, Le
name: Hafler, David A.
name: Zhao, Hongyu
Publisher: name: figshare
Year: 2024
Subjects: subject: Biophysics
subject: Biochemistry
subject: Microbiology
subject: FOS: Biological sciences
subject: Cell Biology
subject: Molecular Biology
subject: Biotechnology
subject: Chemical Sciences not elsewhere classified
subject: Immunology
subject: FOS: Clinical medicine
subject: Biological Sciences not elsewhere classified
subject: Mathematical Sciences not elsewhere classified
subject: Developmental Biology
subject: Hematology

description: Additional file 5. Review history.
sj-pdf-1-uar-10.1177_10780874231210768 - Supplemental material for Rising Tides or Political Ripcurrents? Gentrification and Minority Representation in 166 Cities
Creators: name: Lee, Diana Da In
name: Velez, Yamil Ricardo
Publisher: name: SAGE Journals
Year: 2023
Subjects: International Relations
Urban and Regional Planning not elsewhere classified

description: Supplemental material, sj-pdf-1-uar-10.1177_10780874231210768 for Rising Tides or Political Ripcurrents? Gentrification and Minority Representation in 166 Cities by Diana Da In Lee and Yamil Ricardo Velez in Urban Affairs Review
sj-docx-2-his-10.1177_11786329231211096 – Supplemental material for Optimization of Care Pathways Through Technological, Clinical, Organizational and Social Innovations: A Qualitative Study
Creators: name: Gartner, Jean-Baptiste
name: Côté, André
Publisher: name: SAGE Journals
Year: 2023
Subjects: Public Health and Health Services not elsewhere classified

description: Supplemental material, sj-docx-2-his-10.1177_11786329231211096 for Optimization of Care Pathways Through Technological, Clinical, Organizational and Social Innovations: A Qualitative Study by Jean-Baptiste Gartner and André Côté in Health Services Insights