cometadata/datacite-rtg-text-other-reclassification-records huggingface dataset:
SELF-REPORTED ATTITUDES AND INTENTIONS TOWARD SMOKING CESSATION AMONG NIGERIANS
Creators: name: Seun, Ayotunde Addie
Publisher: name: AYDEN JOURNAL
Year: 2025
Subjects: Smoking cessation, Tobaccouse, Self-reported Smoking, Spatial analysis, Nigeria

description: Smoking is the largest cause of preventable health problems and premature death worldwide, and about 80% of the world’s 1.3 billion tobacco users live in low- and middle-income countries. Tobacco smoking prevalence in Nigeria was 10.4% and it is estimated that there are about 20 million active smokers in the country. This study investigated the spatial pattern of selfreported smoking in order to determine potential targets for smoking cessation campaigns in Nigeria, utilizing a nationally representative dataset. This was a crosssectional study aimed at investigating the spatial pattern of self-reported smoking as a means of determining where smoking cessation campaigns should be targeted in Nigeria, using spatial analysis and descriptive statistics to examine data from the first round of the Nigeria-National Survey on Drug Use and Health. The results indicated that over 80% of selfreported smokers were male, and young people aged 20-39 were majority (53.8%).

Crop farming (24.7%) was the dominant profession. Benue (10.0%), Bauchi (6.3%), and Edo (5.5%) States had the highest number of smokers, and Ekiti (1.6%), Kano (1.3%), and Jigawa (0.7%) States had the least numbers. Self-reported smokers in the country tended towards clustering (Moran I=.126), and whereas Benue State was the hot-spot of smokers in the country, Katsina, Kano, and Kaduna States formed the cold spot. This study identified the age range, the predominant occupation, and the location of most smokers in the country, making possible focused smoking cessation interventions. However, a one-size-fits-all smoking cessation policy might not work in the country given the heterogeneous distribution of smokers.
Supplemental Material, sj-pdf-1-jpp-10.1177_0897190020966174 - Factors Influencing Provider and Patient Choice of P2Y12 Inhibitor Therapy
Creators: name: Benitez, Rebekah M.
name: Lusk, Kathleen A.
name: Ahmed, S. Hinan
name: Hartzell, Stephanie A.
name: Kalich, Bethany A.
Publisher: name: SAGE Journals
Year: 2022
Subjects: subject: 111199 Nutrition and Dietetics not elsewhere classified
subject: FOS: Health sciences
subject: 111702 Aged Health Care
subject: 111599 Pharmacology and Pharmaceutical Sciences not elsewhere classified
subject: FOS: Clinical medicine

description: Supplemental Material, sj-pdf-1-jpp-10.1177_0897190020966174 for Factors Influencing Provider and Patient Choice of P2Y12 Inhibitor Therapy by Rebekah M. Benitez, Kathleen A. Lusk, S. Hinan Ahmed, Stephanie A. Hartzell and Bethany A. Kalich in Journal of Pharmacy Practice
Interpretability and the nature of latent representations in deep neural networks
Creators: name: O'Mahony, Laura
Publisher: name: University of Limerick
Year: 2025
Subjects: classificationCode: 40
subject: Engineering

description: Interpreting the inner workings of deep neural networks is crucial for establishing trust and ensuring model fairness and safety. Mechanistic interpretability aims to understand how models store representations by breaking down neural networks into interpretable units. In contrast, concept-based interpretability is concerned with high-level human interpretable concepts such as textures, shapes, and parts of objects present as directions in the latent space of a model, meaning the lower-dimensional, abstract representation of data within hidden or “latent” layers of a model.In this manuscript, we study interpretability and the nature of representations in neural networks, concentrating mainly on the context of computer vision. We explore some limitations of mechanistic and concept-based interpretability methods that make interpreting individual neurons and directions challenging. In order to address such challenges, we develop methods to locate distinct human interpretable concepts and we study how such concepts relate to each other in the activation space. Furthermore, we take a step towards understanding model representations in a way that goes beyond simply locating concepts for mechanistic analyses, and we consider how investigating the entanglement of concepts can aid our understanding and help improve model robustness.
title:  Italy and Italians Through American Eyes, 1861-1881
Creators: name: Bench, Dennis M.
Publisher: name: Old Dominion University
publisherIdentifier: https://ror.org/04zjtrb98
publisherIdentifierScheme: ROR
Year: 2008

description: American perceptions of Italy and Italians between 1861 and 1881 were characterized by competing and conflicting images. These two decades in the late­ nineteenth century demonstrated the transitional nature of American attitudes towards Italians as contact between the two peoples increased. American travelers went to Italy initially to recreate the journeys of educated Europeans of the Grand Tours of the eighteenth century. By the 1860s this style of travel was on the decline to be replaced by traveling based on exploring the "real" Italy. However, the two styles overlapped and resulted in conflicting and complementary images. In part this was a result of increasing Italian migration to the U.S. Many Americans initially welcomed Italians as the presc1iption for an under-populated nation in need of successful agriculturalists. However, as more Italians arrived, especially those from the poorer South, attitudes shifted to a more negative and hostile tone. Each of these American perspectives were pushed aside when Italian heroes were considered, however. Giuseppe Mazzini and Giuseppe Garibaldi represented ideal Italians. They strove for Italian independence, just as the American Founding Fathers had less than a century before.

Using a variety of primary and secondary source material, these competing and conflicting perceptions are explored. The project examines 1861 to l881 as a transitional pe1iod for American perceptions, while providing a broader context for understanding the changing nature of American and Italian societies during the period.
Supplemental Material, appendix - Modelling dependence between daily tourist expenditure and length of stay
Creators: name: Gómez-Déniz, Emilio
name: Perez-Rodriguez, Jorge V
Publisher: name: SAGE Journals
Year: 2022
Subjects: subject: Economics
subject: 150402 Hospitality Management
subject: FOS: Economics and business

description: Supplemental Material, appendix for Modelling dependence between daily tourist expenditure and length of stay by Emilio Gómez-Déniz and Jorge V Perez-Rodriguez in Tourism Economics
Supplemental_Table_4 – Supplemental material for Examining core self-management skills among adolescents with celiac disease
Creators: name: Meyer, Sonya
name: Rosenblum, Sara
Publisher: name: SAGE Journals
Year: 2020
Subjects: subject: 170199 Psychology not elsewhere classified
subject: FOS: Psychology
subject: 110319 Psychiatry (incl. Psychotherapy)
subject: FOS: Clinical medicine
subject: 111799 Public Health and Health Services not elsewhere classified
subject: FOS: Health sciences

description: Supplemental material, Supplemental_Table_4 for Examining core self-management skills among adolescents with celiac disease by Sonya Meyer and Sara Rosenblum in Journal of Health Psychology
Inferring Personal Attributes with a Mmwave Radar
Creators: name: Tamayo Gonzalez, Cinthya Celina
name: Soderi, Simone
name: Todt, Julian
name: Strufe, Thorsten
name: Conti, Mauro
Publisher: name: Institute of Electrical and Electronics Engineers (IEEE)
Year: 2025

description: Various devices can be utilised to sense people in smart environments, and in this task, millimetre-wave (mmWave) radars have recently gained attention. This paper presents a novel investigation of the risk posed by mmWave radars that could be used in Internet of Things (IoT) scenarios, focusing on the potential for an attacker to access personal infor-mation without the user's consent. We introduce INFORMER: INFerring persOnal attRibutes with a MmwavE Radar, a new perspective on collecting information from personal features using gait. INFORMER utilises point clouds to capture the gait of volunteers. The mean information from the point clouds is then analysed to infer information from five attributes: height, weight, gender, waist, and arm span. Three variants of IN-FORMER scrutinised these sequences: one Deep Learning (DL) model and two Machine Learning (ML) models. The DL model showed accuracy up to 82%, demonstrating superior height and weight inference performance, while gender inference showed comparatively lower accuracy. Additionally, the first model ML, Singular Value Decomposition (SVD), tends to perform better in some attributes, such as waist, but worse attributes than the other models in features, such as weight. Lastly, the Principal Component Analysis (PCA) presents comparable results. Specifically, it shows the best performance in gender inference.
Supplemental Material, DS_10.1177_2325967120959725 - Prevalence of Female Athlete Triad Risk Factors and Iron Supplementation Among High School Distance Runners: Results From a Triad Risk Screening Tool
Creators: name: Skorseth, Paige
name: Segovia, Nicole
name: Hastings, Katherine
name: Kraus, Emily
Publisher: name: SAGE Journals
Year: 2020
Subjects: subject: 110314 Orthopaedics
subject: FOS: Clinical medicine
subject: 110604 Sports Medicine
subject: FOS: Health sciences

description: Supplemental Material, DS_10.1177_2325967120959725 for Prevalence of Female Athlete Triad Risk Factors and Iron Supplementation Among High School Distance Runners: Results From a Triad Risk Screening Tool by Paige Skorseth, Nicole Segovia, Katherine Hastings and Emily Kraus in Orthopaedic Journal of Sports Medicine
sj-pdf-1-jcb-10.1177_0271678X20968927 - Supplemental material for Protective effects of edaravone on white matter pathology in a novel mouse model of Alzheimer’s disease with chronic cerebral hypoperfusion
Creators: name: Feng, Tian
name: Yamashita, Toru
name: Sasaki, Ryo
name: Koh Tadokoro
name: Matsumoto, Namiko
name: Hishikawa, Nozomi
name: Abe, Koji
Publisher: name: SAGE Journals
Year: 2020
Subjects: subject: 110305 Emergency Medicine
subject: FOS: Clinical medicine
subject: 110306 Endocrinology
subject: Medicine
subject: 110904 Neurology and Neuromuscular Diseases
subject: 110320 Radiology and Organ Imaging
subject: Cell Biology
subject: Biochemistry
subject: 69999 Biological Sciences not elsewhere classified
subject: FOS: Biological sciences
subject: Neuroscience

description: Supplemental material, sj-pdf-1-jcb-10.1177_0271678X20968927 for Protective effects of edaravone on white matter pathology in a novel mouse model of Alzheimer’s disease with chronic cerebral hypoperfusion by Tian Feng, Toru Yamashita, Ryo Sasaki, Koh Tadokoro, Namiko Matsumoto, Nozomi Hishikawa and Koji Abe in Journal of Cerebral Blood Flow & Metabolism
title: Determinants and outcomes of the clustering coefficient in social networks
title: insights from an empirical, longitudinal study
titleType: Subtitle
Creators: name: Gerlach, Philipe
Publisher: name: Universität Paderborn
Year: 2025

description: Diese Dissertation untersucht den Einfluss von Clustering-Koeffizienten auf Leistung und Aktivitätsniveau in Online-Wissensnetzwerken. Anhand eines großen Datensatzes einer Q&A-Plattform zeigt sie, dass Neueinsteiger von dichten Netzwerken zur Wissensaneignung profitieren, während erfahrene Mitglieder in weitmaschigen Netzwerken mit Vermittlungsgelegenheiten bessere Leistungen erbringen. Im Laufe der Zeit wechseln Mitglieder von Netzwerkabschluss zu struktureller Autonomie. Die Studie integriert Theorien des sozialen Kapitals und überbrückt die Debatte zwischen Network Closure und strukturellen Löchern. Die Ergebnisse haben Implikationen für Wissensmanagement, Unternehmensführung und Plattformgestaltung, indem sie adaptive Netzwerkstrategien je nach Karrierestufe zur Optimierung von Engagement und Leistung vorschlagen.
description: This dissertation examines the impact of clustering coefficients on performance and activity levels in online knowledge networks. Using a large dataset from a Q&A platform, it finds that newcomers benefit from dense networks for knowledge acquisition, while experienced members perform better in sparse networks with brokerage opportunities. Over time, members shift from network closure to structural autonomy. The study integrates social capital theories, bridging the debate between network closure and structural holes. Findings have implications for knowledge management, corporate governance, and online platform design, suggesting adaptive network strategies based on career stage to optimize engagement and performance.
Carrol, William (Guillermo) Parker (1776-1842)
Creators: name: Iglesias-Rogers, Graciela
name: Nour El-Din Hafez, Adam
Publisher: name: Zenodo
Year: 2025

description: This is a biography of William (Guillermo) Parker Carrol who was British envoy and subsequently volunteer in the Spanish army during the Peninsular War (1808-1814), Don Guillermo Parker Carrol, at times simply known in Spain as Guillermo Carrol was born in Tulla, Tipperary, Ireland on the 27 January 1776. He had a long military career that intertwined ranks and activities in both Britain and the global Hispanic world.
Heterogeneity in Students’ Learning Rates: Evidence from a Brazilian Essay-Writing EdTech Platform
Creators: name: Barnard González, Cristina Estefanía
Publisher: name: Stanford Digital Repository
Year: 2024
Subjects: personalized learning
learning rates
essay writing
mastery-based learning
EdTech
Brazil
Stanford Graduate School of Education International Education Policy Analysis

description: Understanding learning differences is crucial for education; however, quantitative evidence describing learning rate patterns is scarce and faces unaddressed biases. This paper examines the variability in Brazilian students’ individual learning rate as they work to improve their argumentative essay writing skills for a high-stakes national assessment to access tertiary education. 12th-grade students engage with a personalized learning platform, providing them with multiple practice opportunities to submit essays and receive personalized feedback. I estimate individual learning rates using multilevel mixed-effects methods and analyze the estimates for both total writing scores and the separate components of the essay writing domain. This study contributes to the learning differences literature by offering novel quantitative evidence on individual learning rates heterogeneity in open writing tasks. The findings support the importance of individualized educational solutions to reduce learning gaps by optimizing the pace of deliberate practice opportunities offered to the students.
ИММУНОЛОГИЧЕСКИЕ  ФАКТОРЫ РИСКА ВОЗНИКНОВЕНИЯ ЭНДОМЕТРИОМЫ ЯИЧНИКА.
Creators: name: Орипова, Ф.Ш.
name: Файзуллаев, А.А.
Publisher: name: Zenodo
Year: 2025

description: Эндометриоз яичника — это гинекологическое заболевание, характеризующееся ростом эндометриоподобных тканей внутри и снаружи полости малого таза[1]. Эндометриоз  часто протекает незаметно.  По статистике около трети всех женщин, с гинекологическими  жалобами  имеют различные формы эндометриоза. Почти у 50% подростков с трудноизлечимой дисменореей или тазовыми болями и у 4% женщин, перенесших перевязку маточных труб, диагностируется эндометриоз [2]. Выявление сущности процессов неоангиогенеза, стромообразования, апоптоза, пролиферации, инвазии, нарушения их регуляции и соотношения открывает принципиально новые возможности в изучении причин рецидивирования эндометриоидных поражений яичника и в разработке патогенетически обоснованной противорецидивной терапии [3].  Молекулярно-биологические аспекты этой проблемы еще ждут своего освещения.
Association of toll like receptors polymorphism (TLR1–rs4833095, TLR1–rs5743611, TLR6-rs5743810, TLR6-rs5743809, TLR4-rs4986790, TLR4-rs4986791, TLR9 rs187084) with clinical outcome of malaria among children in Ibadan, Southwest Nigeria
Creators: name: Bamikole, Oluwayemi J.
name: Ademola, Subulade A.
name: Olufeagba, Miles-Dei B.
name: Adedeji, Babajide A.
name: Amodu, Olukemi K.
Publisher: name: Taylor & Francis
Year: 2025
Subjects: subject: Physical Sciences not elsewhere classified
subject: Medicine
subject: Evolutionary Biology
subject: FOS: Biological sciences
subject: Environmental Sciences not elsewhere classified
subject: Immunology
subject: FOS: Clinical medicine
subject: Biological Sciences not elsewhere classified
subject: Infectious Diseases
subject: FOS: Health sciences
subject: Computational Biology

description: Different genetic polymorphisms, particularly in the erythrocyte receptors and immune response-related genes, have been implicated in the development of malaria. With the first immune response to Plasmodium falciparum related to the activity of toll-like receptors (TLRs), we investigated the association of TLR polymorphisms with the clinical outcome of malaria among 662 children in Ibadan, Nigeria. The participants were genotyped for TLR1–rs5743611, TLR1-rs4833095, TLR4–rs4986791, TLR4-rs4986790, TLR6-rs5743810, TLR9-rs187084 and TLR9-rs5743809 using TaqMan real-time PCR probes and analyzed using the Sequenom iPLEX platform. Statistical analyses were performed using PLINK 2.0, Haploview 4.2 and SPSS® 20.0. Overall, the TLR genes were consistent with the Hardy-Weinberg equilibrium. The minor allelic frequency (MAF) of TRL1-rs4833095, TLR4-rs4986790, TLR4-rs4986791, TLR9-rs187084, TLR9-rs5743809 was 0.094, 0.089, 0.011, 0.288, and 0.044, respectively. The CT genotype of TLR1-rs4833095 was significantly associated with increased susceptibility to clinical malaria. Similarly, the GA and CT genotypes of TLR4-rs4986790 and TLR4-rs4986791, respectively, were linked to susceptibility to complicated malaria. TLR9-rs187084 CT was associated with the development of uncomplicated malaria, while TLR6-rs5743809 showed no significant association with malaria. Notably, TLR1-rs5743611 and TLR6-rs5743810 were monomorphic in the population. This study, pioneering in its exploration of TLR polymorphisms among Yorubas’, underscores the need for expansive, large-scale investigations involving diverse TLR polymorphisms across multiple malaria-endemic populations.
EXPLORING PSYCHOLOGICAL AND PARENTAL INFLUENCES ON ADOLESCENT SUBSTANCE ABUSE IN AKUNGBA-AKOKO, NIGERIA
Creators: name: Temidayo, Oluwakemi Adebisi
name: Okorie, Chukwuemeka Ifeanyi
Publisher: name: AYDEN JOURNAL
Year: 2025
Subjects: Psychopathologies, Parental, Factors, Substance Abuse, In-School, Adolescents, Akungba- Akoko/Nigeria

description: Substance abuse causes social problems to the individual, the family and the larger society if unresolved. Studies have investigated several predictors of substance abuse such as personality traits, selfesteem, parenting styles with varied results. However, studies linking psychopathologies and parental factors to substance abuse are scarce. Therefore, this study investigated psychopathologies of depression, anxiety and stress and parental factors of family system and family system as predictors of substance abuse among in-school adolescents in Akungba-Akoko in Ondo State, Nigeria. The study adopted a cross-sectional survey design while simple random sampling technique was used to select six secondary schools in Akungba-Akoko metropolis. Data were collected from 234 participants using Drug Use Scale (DAST-20) and Depression Anxiety and Stress (DASS-21) scale and analyzed using multiple regression statistics. One hypothesis was tested and accepted at p =.001 level of significance. The result revealed that psychopathologies of depression, anxiety, stress, and parental factors of family types and family systems jointly predicted substance abuse among in-school adolescents [R2= .27, F(5, 217) =10.54, p = .001]. However, depression (β =0.31, p >.05), stress (β = 0.26, p >.05), anxiety (β = -0.09, p >.05), family types (β = 0.33, p >.05), and family systems (β = 0.07, p >.05) did not independently predict substance abuse among in-school adolescents. The study concluded that psychopathologies and parental factors jointly predicted substance abuse while these factors did not independently predict substance abuse among in-school adolescents. It is recommended that parents, school authority and government agencies should work in synergy to educate and implement programmes that would reduce the tendency of in-school adolescents going into substance abuse
CCI_Team_Supplemental_Data_File_1_v_8_21_19_(1) - A Multidisciplinary Team-Based Approach to Improve Communication With Surrogates of Patients With Chronic Critical Illness
Creators: name: Greenberg, Jared A.
name: Gerhart, James
name: Horst, Jacqueline N.
name: Chen, Elaine
name: Hunter, Rebecca L.
name: O’Mahony, Sean
name: Mei-Ean Yeow
name: Fosler, Laura
name: LaGorio, Lisa A.
name: Meksraityte, Edita
name: Weiss, Tyler T.
name: Nowak, Kristen
name: Geddes, Jacqueline
name: Lambe, Stacy S.
name: Fenton, Kara
name: Shah, Raj C.
Publisher: name: SAGE Journals
Year: 2019
Subjects: subject: 111099 Nursing not elsewhere classified
subject: FOS: Health sciences
subject: 111702 Aged Health Care

description: CCI_Team_Supplemental_Data_File_1_v_8_21_19_(1) for A Multidisciplinary Team-Based Approach to Improve Communication With Surrogates of Patients With Chronic Critical Illness by Jared A. Greenberg, James Gerhart, Jacqueline N. Horst, Elaine Chen, Rebecca L. Hunter, Sean O’Mahony, Mei-Ean Yeow, Laura Fosler, Lisa A. LaGorio, Edita Meksraityte, Tyler T. Weiss, Kristen Nowak, Jacqueline Geddes, Stacy S. Lambe, Kara Fenton and Raj C. Shah in American Journal of Hospice and Palliative Medicine®
COREnext 8th Newsletter
Creators: name: AUSTRALO
Publisher: name: Zenodo
Year: 2025

description: Welcome to the latest edition of the COREnext Newsletter, where we share key updates driving innovation in next-generation computing systems. First of all, we would like to invite you to the EuCNC & 6G Summit taking place in Poland from 3–6 June, where you’ll have the opportunity to meet us and learn more about our four on-site demonstrations!

This issue features a closer look at Task 6.4, where we explore the future of high-speed, energy-efficient data transmission for telecom and data centre environments. We also present the final report on system requirements and trustworthiness, setting the foundation for reliable, disaggregated computing architectures. Alongside, we highlight progress towards enabling disaggregation-native data streaming between devices and share key insights from the 3rd Workshop on Heterogeneous Composable and Disaggregated Systems (HCDS). Finally, we introduce M3—our framework for core-local reasoning and predictable crosscore communication, designed to advance modular and scalable system design.
title: Correlation between the activation energy of PLA respectively PLA/starch composites and mechanical properties with regard to differ accelerated aging conditions
Creators: name: Reit, Margarita
name: Zarges, Jan-Christoph
name: Heim, Hans-Peter
Publisher: name: Universität Kassel
Year: 2024
Subjects: subject: activation energy
subject: Flynn-Wall-Ozawa
subject: native potato starch
subject: polylactide
subject: resistance
subject: thermal degradation
subject: thermogravimetric analysis (TGA)
subject: 500
subject: 600
subject: 660
subject: Aktivierungsenergie
subject: Kartoffelstärke
subject: Polymilchsäure
subject: Temperaturverhalten
subject: Degradation
subject: Thermomechanische Eigenschaft

description: Gefördert im Rahmen des Projekts DEAL
description: Bundesministerium für Ernährung und Landwirtschaft, Fachagentur Nachwachsende Rohstoffe e.V. (FNR). Grant Number: 2220NR089E
NNR_Supplemental_material – Supplemental material for Combinational Approach of Genetic SHP-1 Suppression and Voluntary Exercise Promotes Corticospinal Tract Sprouting and Motor Recovery Following Brain Injury
Creators: name: Tanaka, Takashi
name: Tetsufumi Ito
name: Sumizono, Megumi
name: Munenori Ono
name: Kato, Nobuo
name: Honma, Satoru
name: Ueno, Masaki
Publisher: name: SAGE Journals
Year: 2020
Subjects: subject: 110308 Geriatrics and Gerontology
subject: FOS: Clinical medicine
subject: 110904 Neurology and Neuromuscular Diseases
subject: Neuroscience

description: Supplemental material, NNR_Supplemental_material for Combinational Approach of Genetic SHP-1 Suppression and Voluntary Exercise Promotes Corticospinal Tract Sprouting and Motor Recovery Following Brain Injury by Takashi Tanaka, Tetsufumi Ito, Megumi Sumizono, Munenori Ono, Nobuo Kato, Satoru Honma and Masaki Ueno in Neurorehabilitation and Neural Repair
Resonant Knowledge_ A Post-Probabilistic Epistemology Rooted in Structured Resonance
Creators: name: Bostick, Devin
Publisher: name: Zenodo
Year: 2025
Subjects: subject: Artificial intelligence
subject: Philosophy
subject: FOS: Philosophy, ethics and religion
subject: Physics
subject: Biophysics
subject: Mathematical logic
subject: Theory and Modeling
subject: CODES Framework
subject: Structured Resonance
subject: Structured Emergence
subject: Phase Alignment Score (PAS)

description: Main article

Abstract

This work presents a formal shift in how intelligence is defined, modeled, and operationalized. It introduces a new epistemological substrate—structured resonance—as the lawful foundation of cognition, replacing probability as the default explanatory tool for intelligence. Existing AI systems, particularly those based on large-scale probabilistic language models, derive their functionality through statistical interpolation, stochastic sampling, and high-volume gradient descent. These techniques simulate intelligence through accumulated approximation rather than structured alignment.

CODES (Chirality of Dynamic Emergent Systems) reframes intelligence as an emergent property of lawful coherence, rooted in chirality, prime-indexed resonance fields, and deterministic phase interaction. It is not a metaphorical proposal but a formalized architecture of signal convergence. This paper introduces the Resonance Intelligence Core (RIC), a post-probabilistic interface built to generate deterministic, interpretable outputs through structured resonance. The model does not predict outputs; it emits them only when phase alignment satisfies strict coherence constraints.

Importantly, this paper is not just about CODES—it is structured by it. The internal logic, organization, and thematic recursion of the paper intentionally reflect the principles of lawful emergence it describes. The result is both a theoretical contribution and a demonstration of the epistemic architecture it proposes.
title: Berufsbildung für die „Grüne Transformation“
Creators: name: Kaltwasser, Lena
Publisher: name: Institut für Arbeitsmarkt- und Berufsforschung
Year: 2023
Subjects: subject: Ausbau erneuerbarer Energien
subject: Berufsbildung
subject: Energieeffizienz
subject: Fachkräfte
subject: Grüne Transformation
subject: Personalmangel

description: Der Klimawandel und ein möglicher Gasmangel machen eine höhere Energieeffizienz ebenso unabdingbar wie den verstärkten Einsatz erneuerbarer Energien. Zugleich droht sich der Fachkräftemangel im Handwerk und in der Baubranche zum entscheidenden Hindernis für den erforderlichen Strukturwandel zu entwickeln.  Wie lassen sich angesichts dessen mehr junge Leute und erfahrene Berufstätige für einschlägige Aus- und Weiterbildungsangebote gewinnen? Diese Frage stand im Mittelpunkt eines gemeinsamen Webinars von OECD und IAB.
description: IAB-Forum
Contextual Analysis Of The Reference Countries: Canada
Creators: name: Murguia, Diego
Publisher: name: Zenodo
Year: 2015
Subjects: minerals
raw materials
international collaboration
innovation

description: The principal objectives of the INTRAW project (http://intraw.eu) are the mapping of best practices and boosting of cooperation opportunities related to raw materials between the EU and 5 technologically advanced non-EU countries (Australia, Canada, Japan, South Africa and the United States). Each of these five “Reference Countries” is subject to similar global challenges. This report presents the contextual analysis of Canada in order to explain the country´s historical economic development during the 20th and 21st century in general, and in relation to development of primary raw materials in particular. Three reports focussing specifically on: raw materials research and innovation; education and outreach; and industry and trade in the Reference Countries will be the next outputs from the project to be published. These will underpin the development of a better understanding of the achievements made in these 5 countries in relation to raw materials research & innovation, educational and skills programmes, trade, exploration, exploitation, processing, recycling and substitution.
description: The INTRAW project has received funding from the European Union's Horizon 2020 research and innovation programme under grant agreement nº 642130. www.intraw.eu
Modernizing the Engineering Curriculum: Bringing Programming into the Classroom with Online Interactive Textbooks
Creators: name: Lanzafame, Robert
Publisher: name: Zenodo
Year: 2025

description: To help explore a "TeachBook", Robert has prepared a simple demonstration that converts material here: enginoer.github.io/geo-sandbox/main/transport/overview.html (the GitHub repository is here github.com/enginoer/geo-sandbox). It is created from the TeachBooks Template book and very roughly describes a few things in the "contaminant transport" chapter at the moment, but can be improved in the coming days. For now, simply take a look at the materials and see if it gives you an idea for you might use some of these tools in your own work. Don't forget to visit the subpages "Example 1" and "Example 2" and click the interactive python button (the rocket ship!), select live code, then play with the widgets.

If you are interested in more examples, you can see an interactive page with contaminant transport reliability interactivetextbooks.tudelft.nl/risk-reliability/reliability-component/contamination.html

As well as a long list of examples at teachbooks.io/gallery/

The presentation was recorded and shared on YouTube: www.youtube.com/watch?v=VALeVvSbtYg

 

THIS SPACE WILL BE USED TO SHARE ADDITIONAL LINKS AND INFORMATION BASED ON RESPONSES FROM PARTICIPANTS IN THE COMING WEEKS

 

Modernizing the Engineering Curriculum: Bringing Programming into the Classroom with Online Interactive Textbooks

International Webinar Series on Geoenvironmental Engineering, Sustainability, and Resiliency

Hosted by Krishna Reddy, University of Illinois Chigano

Introduction by Marina Pantazidou, National Technical University of Athens

This webinar is supported by the ISSMGE Technical Committees on Environmental Geotechnics (TC 215) and Geo-Engineering Education (TC306), as well as the ASCE/G-I Geoenvironmental Engineering Committee (GEC).
Revised_Supplemental_table – Supplemental material for Biomechanical Changes of Repair Tissue after Autologous Chondrocyte Implantation at Long-Term Follow-Up
Creators: name: Paatela, Teemu
name: Vasara, Anna
name: Nurmi, Heikki
name: Kautiainen, Hannu
name: Jurvelin, Jukka S.
name: Kiviranta, Ilkka
Publisher: name: SAGE Journals
Year: 2020
Subjects: subject: 110314 Orthopaedics
subject: FOS: Clinical medicine
subject: 110604 Sports Medicine
subject: FOS: Health sciences
subject: 110323 Surgery
subject: 69999 Biological Sciences not elsewhere classified
subject: FOS: Biological sciences

description: Supplemental material, Revised_Supplemental_table for Biomechanical Changes of Repair Tissue after Autologous Chondrocyte Implantation at Long-Term Follow-Up by Teemu Paatela, Anna Vasara, Heikki Nurmi, Hannu Kautiainen, Jukka S. Jurvelin and Ilkka Kiviranta in CARTILAGE
Clustering Event Nr. 1 (D6.1)
Creators: name: Lips, Inga
name: Olsen, Steffen
name: Bekier, Justyna
name: McAdam, Ronan
name: McCarthy, Gerard
name: O'Beirne, Catherine
name: Blanco, Alicia
name: Karaca, Deniz
name: Lüskow, Florian
name: Lepola, Nina
name: Hashim, Said
Publisher: name: Zenodo
Year: 2025

description: ObsSea4Clim aims to maximise impacts and promote multidisciplinary ocean observing. One way of doing this is by organising clustering events with similar projects and promoting multidisciplinary ocean observation. This deliverable is a report on the Clustering Event Nr. 1 held on 11-12 March 2025, in Sopot, Poland, organised with the sister project, BioEcoOcean. Participants represented more than twenty relevant European and international initiatives and projects, such as BioGeoSea, TipESM, OCEAN ICE, among others. At the event, four sessions were organised to jointly discuss the Essential Ocean Variables (EOVs) concept and a joint contribution to their further development, their application to land-coast-ocean interactions and marine heatwaves. A last session focused on the key challenges in ocean observing.
Contextual Analysis Of The Reference Countries: Japan
Creators: name: Murguia, Diego
Publisher: name: Zenodo
Year: 2015
Subjects: minerals
raw materials
international collaboration
innovation

description: The principal objectives of the INTRAW project (http://intraw.eu) are the mapping of best practices and boosting of cooperation opportunities related to raw materials between the EU and 5 technologically advanced non-EU countries (Australia, Canada, Japan, South Africa and the United States). Each of these five “Reference Countries” is subject to similar global challenges. This report presents the contextual analysis of Japan in order to explain the country´s historical economic development during the 20th and 21st century in general, and in relation to development of primary raw materials in particular. Three reports focussing specifically on: raw materials research and innovation; education and outreach; and industry and trade in the Reference Countries will be the next outputs from the project to be published. These will underpin the development of a better understanding of the achievements made in these 5 countries in relation to raw materials research & innovation, educational and skills programmes, trade, exploration, exploitation, processing, recycling and substitution.
description: The INTRAW project has received funding from the European Union's Horizon 2020 research and innovation programme under grant agreement nº 642130. www.intraw.eu
Contextual Analysis Of The Reference Countries: Republic Of South Africa
Creators: name: Falck, Eberhard W.
name: Akhouri, Utkarsh
name: Murguia, Diego
Publisher: name: Zenodo
Year: 2015
Subjects: minerals
raw materials
international collaboration
innovation

description: The principal objectives of the INTRAW project (http://intraw.eu) are the mapping of best practices and boosting of cooperation opportunities related to raw materials between the EU and 5 technologically advanced non-EU countries (Australia, Canada, Japan, South Africa and the United States). Each of these five “Reference Countries” is subject to similar global challenges. This report presents the contextual analysis of the Republic of South Africa (RSA) in order to explain the country´s historical economic development during the 20th and 21st century in general, and in relation to development of primary raw materials in particular. Three reports focussing specifically on: raw materials research and innovation; education and outreach; and industry and trade in the Reference Countries will be the next outputs from the project to be published. These will underpin the development of a better understanding of the achievements made in these 5 countries in relation to raw materials research & innovation, educational and skills programmes, trade, exploration, exploitation, processing, recycling and substitution.
description: The INTRAW project has received funding from the European Union's Horizon 2020 research and innovation programme under grant agreement nº 642130. www.intraw.eu
Suppl_Materials_File_S3 – Supplemental material for Aerococcus urinae and Globicatella sanguinis Persist in Polymicrobial Urethral Catheter Biofilms Examined in Longitudinal Profiles at the Proteomic Level
Creators: name: Yanbao Yu
name: Tsitrin, Tamara
name: Shiferaw Bekele
name: Vishal Thovarai
name: Torralba, Manolito G
name: Singh, Harinder
name: Wolcott, Randall
name: Doerfert, Sebastian N
name: Sizova, Maria V
name: Epstein, Slava S
name: Pieper, Rembert
Publisher: name: SAGE Journals
Year: 2019
Subjects: Biochemistry

description: Supplemental material, Suppl_Materials_File_S3 for Aerococcus urinae and Globicatella sanguinis Persist in Polymicrobial Urethral Catheter Biofilms Examined in Longitudinal Profiles at the Proteomic Level by Yanbao Yu, Tamara Tsitrin, Shiferaw Bekele, Vishal Thovarai, Manolito G Torralba, Harinder Singh, Randall Wolcott, Sebastian N Doerfert, Maria V Sizova, Slava S Epstein and Rembert Pieper in Biochemistry Insights
"DEVELOPING SMART COMMUNITY GOVERNANCE IN UZBEKISTAN: A MODEL FOR INTEGRATING MOBILE APPLICATIONS AND E-GOVERNMENT TOOLS IN THE MAHALLA SYSTEM"
Creators: name: Muzaffarova, Dilbar
Publisher: name: Zenodo
Year: 2025

description: This research explores the digital transformation of Uzbekistan’s neighborhood governance system through the implementation of the “Digital Neighbourhood” mobile application. The study focuses on identifying and analyzing the organizational, economic, and information technology solutions that enhance the transparency, efficiency, and accountability of local self-governance institutions. The research presents an innovative approach to integrating ICT tools into traditional community structures by proposing a digital model that enables real-time communication between citizens and local authorities, automated service delivery, and data-driven decision-making. Based on a multi-disciplinary methodology, the project outlines technical architecture, economic feasibility, and institutional frameworks necessary for sustainable deployment of the platform. The outcomes of this study contribute to the broader digital government agenda in Uzbekistan and aim to foster inclusive governance by bridging the digital divide at the grassroots level.
Additional file 1 of SipNose-topiramate: a potential novel approach to binge eating management
Creators: name: Kobo-Greenhut, Ayala
name: Zohar-Beja, Adit
name: Hadar, Liron
name: Itzhaki, Lior
name: Karasik, Avraham
name: Caraco, Yoseph
name: Frankenthal, Hilel
name: Shahaf, Daniel
name: Ekstein, Dana
name: Shichor, Iris
name: Gur, Eitan
Publisher: name: figshare
Year: 2024
Subjects: subject: Medicine
subject: Pharmacology
subject: Biotechnology
subject: Science Policy
subject: Mental Health
subject: Infectious Diseases
subject: FOS: Health sciences

description: Additional file 1: Supplementary Data. Figure S1. Clinical evidence for SipNose superior delivery to the olfactory epithelium. Figure S2. Cohorts 1, 2 and 3 – Average topiramate plasma concentrations vs. time. Table S1. Changes in variables between phases. Table S2. Significances of patient severity of illness and post-treatment condition scoring, between weeks of treatment.
Additional file 4 of Effectiveness of rehabilitation for working-age patients after a total hip arthroplasty: a comparison of usual care between the Netherlands and Germany
Creators: name: Wijnen, Annet
name: Seeber, Gesine H.
name: Dietz, Günter
name: Dijkstra, Baukje
name: Dekker, Johan S.
name: Vermeulen, Karin M.
name: Slager, Geranda E. C.
name: Hessel, Aike
name: Lazovic, Djordje
name: Bulstra, Sjoerd K.
name: Stevens, Martin
Publisher: name: figshare
Year: 2024
Subjects: subject: Medicine
subject: Physiology
subject: FOS: Biological sciences
subject: Biotechnology
subject: Mental Health
subject: Infectious Diseases
subject: FOS: Health sciences

description: Additional file 4. Scenario analysis of working patients.
Lakens_Rev_Open_Practices_Disclosure – Supplemental material for Analysis of Open Data and Computational Reproducibility in Registered Reports in Psychology
Creators: name: Obels, Pepijn
name: Lakens, Daniël
name: Coles, Nicholas A.
name: Gottfried, Jaroslav
name: Green, Seth A.
Publisher: name: SAGE Journals
Year: 2020
Subjects: subject: 170199 Psychology not elsewhere classified
subject: FOS: Psychology
subject: 110319 Psychiatry (incl. Psychotherapy)
subject: FOS: Clinical medicine

description: Supplemental material, Lakens_Rev_Open_Practices_Disclosure for Analysis of Open Data and Computational Reproducibility in Registered Reports in Psychology by Pepijn Obels, Daniël Lakens, Nicholas A. Coles, Jaroslav Gottfried and Seth A. Green in Advances in Methods and Practices in Psychological Science
Additional file 1 of Effectiveness of rehabilitation for working-age patients after a total hip arthroplasty: a comparison of usual care between the Netherlands and Germany
Creators: name: Wijnen, Annet
name: Seeber, Gesine H.
name: Dietz, Günter
name: Dijkstra, Baukje
name: Dekker, Johan S.
name: Vermeulen, Karin M.
name: Slager, Geranda E. C.
name: Hessel, Aike
name: Lazovic, Djordje
name: Bulstra, Sjoerd K.
name: Stevens, Martin
Publisher: name: figshare
Year: 2024
Subjects: subject: Medicine
subject: Physiology
subject: FOS: Biological sciences
subject: Biotechnology
subject: Mental Health
subject: Infectious Diseases
subject: FOS: Health sciences

description: Additional file 1. Types of costs, unit, and unit prices per country.
Supplemental_Material_Table_S1 – Supplemental material for Chondroitinase ABC Enhances Integration of Self-Assembled Articular Cartilage, but Its Dosage Needs to Be Moderated Based on Neocartilage Maturity
Creators: name: Link, Jarrett M.
name: Hu, Jerry C.
name: Kyriacos A. Athanasiou
Publisher: name: SAGE Journals
Year: 2020
Subjects: subject: 110314 Orthopaedics
subject: FOS: Clinical medicine
subject: 110604 Sports Medicine
subject: FOS: Health sciences
subject: 110323 Surgery
subject: 69999 Biological Sciences not elsewhere classified
subject: FOS: Biological sciences

description: Supplemental material, Supplemental_Material_Table_S1 for Chondroitinase ABC Enhances Integration of Self-Assembled Articular Cartilage, but Its Dosage Needs to Be Moderated Based on Neocartilage Maturity by Jarrett M. Link, Jerry C. Hu and Kyriacos A. Athanasiou in CARTILAGE
sj-pdf-1-msc-10.1177_0969141320921427 - Supplemental material for The effect of using fecal testing after a negative sigmoidoscopy on the risk of death from colorectal cancer
Creators: name: Chyke A Doubeni
name: Corley, Douglas A
name: Jensen, Christopher D
name: Schottinger, Joanne E
name: Lee, Jeffery K
name: Nirupa R Ghai
name: Levin, Theodore R
name: Zhao, Wei K
name: Saia, Chelsea A
name: Wainwright, Jocelyn V
name: Shivan J Mehta
name: Selby, Kevin
name: V. Paul Doria-Rose
name: Zauber, Ann G
name: Fletcher, Robert H
name: Weiss, Noel S
Publisher: name: SAGE Journals
Year: 2020
Subjects: subject: 111708 Health and Community Services
subject: FOS: Health sciences
subject: 111402 Obstetrics and Gynaecology
subject: FOS: Clinical medicine

description: Supplemental material, sj-pdf-1-msc-10.1177_0969141320921427 for The effect of using fecal testing after a negative sigmoidoscopy on the risk of death from colorectal cancer by Chyke A Doubeni, Douglas A Corley, Christopher D Jensen, Joanne E Schottinger, Jeffery K Lee, Nirupa R Ghai, Theodore R Levin, Wei K Zhao, Chelsea A Saia, Jocelyn V Wainwright, Shivan J Mehta, Kevin Selby, V. Paul Doria-Rose, Ann G Zauber, Robert H Fletcher and Noel S Weiss in Journal of Medical Screening
Additional file 2 of Effectiveness of rehabilitation for working-age patients after a total hip arthroplasty: a comparison of usual care between the Netherlands and Germany
Creators: name: Wijnen, Annet
name: Seeber, Gesine H.
name: Dietz, Günter
name: Dijkstra, Baukje
name: Dekker, Johan S.
name: Vermeulen, Karin M.
name: Slager, Geranda E. C.
name: Hessel, Aike
name: Lazovic, Djordje
name: Bulstra, Sjoerd K.
name: Stevens, Martin
Publisher: name: figshare
Year: 2024
Subjects: subject: Medicine
subject: Physiology
subject: FOS: Biological sciences
subject: Biotechnology
subject: Mental Health
subject: Infectious Diseases
subject: FOS: Health sciences

description: Additional file 2. Average distance from household to care venue.
sj-pdf-1-dhj-10.1177_2055207620968355 - Supplemental material for Artificial intelligence and the future of psychiatry: Qualitative findings from a global physician survey
Creators: name: C Blease
name: C Locher
name: M Leon-Carlyle
name: M Doraiswamy
Publisher: name: SAGE Journals
Year: 2020
Subjects: subject: 111708 Health and Community Services
subject: FOS: Health sciences
subject: Cardiology
subject: 110306 Endocrinology
subject: FOS: Clinical medicine
subject: 110308 Geriatrics and Gerontology
subject: 111099 Nursing not elsewhere classified
subject: 111299 Oncology and Carcinogenesis not elsewhere classified
subject: 111702 Aged Health Care
subject: 111799 Public Health and Health Services not elsewhere classified
subject: 99999 Engineering not elsewhere classified
subject: FOS: Other engineering and technologies
subject: Anthropology
subject: FOS: Sociology
subject: 200299 Cultural Studies not elsewhere classified
subject: FOS: Other humanities
subject: 89999 Information and Computing Sciences not elsewhere classified
subject: FOS: Computer and information sciences
subject: 150310 Organisation and Management Theory
subject: FOS: Economics and business
subject: Science Policy
subject: 160512 Social Policy
subject: FOS: Political science
subject: Sociology

description: Supplemental material, sj-pdf-1-dhj-10.1177_2055207620968355 for Artificial intelligence and the future of psychiatry: Qualitative findings from a global physician survey by C Blease, C Locher, M Leon-Carlyle and M Doraiswamy in Digital Health
Supplemental Material, Table_and_Figure_legends - Prognostic Value of the Site of Distant Metastasis and Surgical Interventions in Metastatic Gastric Cancer: A Population-Based Study
Creators: name: Li, Yinghua
name: Xie, Danna
name: Chen, Xiaojing
name: Hu, Teng
name: Lu, Simin
name: Han, Yunwei
Publisher: name: SAGE Journals
Year: 2020
Subjects: Oncology and Carcinogenesis not elsewhere classified
Radiology and Organ Imaging
Biochemistry

description: Supplemental Material, Table_and_Figure_legends for Prognostic Value of the Site of Distant Metastasis and Surgical Interventions in Metastatic Gastric Cancer: A Population-Based Study by Yinghua Li, Danna Xie, Xiaojing Chen, Teng Hu, Simin Lu and Yunwei Han in Technology in Cancer Research & Treatment
Supplemental Material, STROBE_checklist_cohort - Impact of Fluid Balance on Mortality Is Mediated by Fluid Accumulation Index in Sepsis: A Cohort Study
Creators: name: Shen, Yanfei
name: Huang, Xinmei
name: Cai, Guolong
name: Xu, Qianghong
name: Hu, Caibao
name: Ma, Chunfang
name: Yan, Jing
Publisher: name: SAGE Journals
Year: 2020
Subjects: Emergency Medicine
Aged Health Care
Respiratory Diseases

description: Supplemental Material, STROBE_checklist_cohort for Impact of Fluid Balance on Mortality Is Mediated by Fluid Accumulation Index in Sepsis: A Cohort Study by Yanfei Shen, Xinmei Huang, Guolong Cai, Qianghong Xu, Caibao Hu, Chunfang Ma and Jing Yan in Journal of Intensive Care Medicine