cometadata/datacite-rtg-text-other-reclassification-records huggingface dataset:
Additional file 4 of rs822336 binding to C/EBPβ and NFIC modulates induction of PD-L1 expression and predicts anti-PD-1/PD-L1 therapy in advanced NSCLC
Creators: name: Polcaro, Giovanna
name: Liguori, Luigi
name: Manzo, Valentina
name: Chianese, Annalisa
name: Donadio, Giuliana
name: Caputo, Alessandro
name: Scognamiglio, Giosuè
name: Dell’Annunziata, Federica
name: Langella, Maddalena
name: Corbi, Graziamaria
name: Ottaiano, Alessandro
name: Cascella, Marco
name: Perri, Francesco
name: De Marco, Margot
name: Col, Jessica Dal
name: Nassa, Giovanni
name: Giurato, Giorgio
name: Zeppa, Pio
name: Filippelli, Amelia
name: Franci, Gianluigi
name: Piaz, Fabrizio Dal
name: Conti, Valeria
name: Pepe, Stefano
name: Sabbatino, Francesco
Publisher: name: figshare
Year: 2024
Subjects: Biophysics
Space Science
Medicine
Cell Biology
Molecular Biology
Environmental Sciences not elsewhere classified
Biological Sciences not elsewhere classified
Cancer

description: Additional file 4: figure S3 Characterization of human EGFRmut and EGFRwt NSCLC cell lines. HCC827, H1975, PC-9, H1299, H1703 and H1437 cells were seeded into 6-well plates at the density of 2 × 106 per well. Following a 24 h incubation at 37 °C in a 5% CO2 atmosphere, cells were harvested. DNA was extracted and genotyped for rs2282055 or rs4143815 PD-L1 SNPs utilizing PCR.
Fluxes - The European Greenhouse Gas Bulletin Volume 3: Monitor, report & verify emissions to accelerate climate action
Creators: name: ICOS ERIC
Publisher: name: ICOS ERIC
Year: 2024
Subjects: Greenhouse Gases
Carbon Cycle
Emission verification
Climate change

description: ICOS, the Integrated Carbon Observation System, is a European-wide greenhouse gas research infrastructure:
ICOS produces standardised data on greenhouse gas concentrations in the atmosphere, as well as on carbon fluxes between the atmosphere, the ecosystems, and the oceans. This ICOS-based knowledge supports policy and decision-making to combat climate change and its impacts.
The high-quality ICOS data is based on the measurements from over 170 observation stations – run by top universities and research institutions across 16 European countries – and produced by the roughly 800 scientists in the community. The ICOS Carbon Portal offers unlimited access to thousands of datasets and other advanced digital products and services. ICOS has the status of an ERIC, European Research Infrastructure Consortium, with a legal capacity recognised in all countries within the European Union. FLUXES is a yearly publication by ICOS which aims at highlighting climate issues to an audience of policymakers, policy advisors, and climate journalists. The first volume was published in 2022.
In this issue the following topics are highlighted around the central topic Monitoring,, Reporting and Verification (MRV) of greenhouse gas emissions:
- A critical tool for tracking climate action progress
- The truth is in the atmosphere
- Successes and challenges when employing MRV
- Timely and reliable data is crucial for EU policymaking
- Tracking methane emissions: Making visible what is invisible
- Assessing the progress, ambitions and challenges of the Global Stocktake
- Transforming climate change mitigation accountability
Additional file 3 of Mobility test to assess functional vision in dark-adapted patients with Leber congenital amaurosis
Creators: name: Roman, Alejandro J.
name: Cideciyan, Artur V.
name: Wu, Vivian
name: Mascio, Abraham A.
name: Krishnan, Arun K.
name: Garafalo, Alexandra V.
name: Jacobson, Samuel G.
Publisher: name: figshare
Year: 2022
Subjects: subject: Medicine
subject: Neuroscience
subject: Sociology
subject: FOS: Sociology
subject: Plant Biology
subject: FOS: Biological sciences

description: Additional file 3.
Demonstratives Across Bilingual Communities - experimental recordings
Creators: name: Skilton, Amalia Horan
name: Mozombite Cerra, Tatiana Jacoba
Publisher: name: California Language Archive, University of California, Berkeley
Year: 2024
Subjects: subject: tca

description: Audio and video recordings of participant 38 completing an experiment in Spanish and Ticuna on bilinguals' demonstrative production.
Demonstratives Across Bilingual Communities - experimental recordings
Creators: name: Skilton, Amalia Horan
name: Ruiz Gómez, Nila
Publisher: name: California Language Archive, University of California, Berkeley
Year: 2024
Subjects: subject: tca

description: Audio and video recordings of participant 39 completing an experiment in Spanish and Ticuna on bilinguals' demonstrative production.
Demonstratives Across Bilingual Communities - experimental recordings
Creators: name: Skilton, Amalia Horan
name: Ruiz Gómez, Nilbania
Publisher: name: California Language Archive, University of California, Berkeley
Year: 2024
Subjects: subject: tca

description: Audio and video recordings of participant 40 completing an experiment in Spanish and Ticuna on bilinguals' demonstrative production.
Demonstratives Across Bilingual Communities - experimental recordings
Creators: name: Skilton, Amalia Horan
name: Suárez González, Sótil
Publisher: name: California Language Archive, University of California, Berkeley
Year: 2024
Subjects: subject: tca

description: Audio and video recordings of participant 41 completing an experiment in Spanish and Ticuna on bilinguals' demonstrative production.
Leveraging Semantic Type Dependencies for Clinical Named Entity Recognition
Creators: name: Le, Linh
name: Zuccon, Guido
name: Demartini, Gianluca
name: Zhao, Genghong
name: Zhang, Xia
Publisher: name: arXiv
Year: 2025
Subjects: subject: Computation and Language (cs.CL)
subject: FOS: Computer and information sciences

description: Previous work on clinical relation extraction from free-text sentences leveraged information about semantic types from clinical knowledge bases as a part of entity representations. In this paper, we exploit additional evidence by also making use of domain-specific semantic type dependencies. We encode the relation between a span of tokens matching a Unified Medical Language System (UMLS) concept and other tokens in the sentence. We implement our method and compare against different named entity recognition (NER) architectures (i.e., BiLSTM-CRF and BiLSTM-GCN-CRF) using different pre-trained clinical embeddings (i.e., BERT, BioBERT, UMLSBert). Our experimental results on clinical datasets show that in some cases NER effectiveness can be significantly improved by making use of domain-specific semantic type dependencies. Our work is also the first study generating a matrix encoding to make use of more than three dependencies in one pass for the NER task.
Captain Jake Edwards and Captain Josh Edwards with a Whale's Fluke, 1907
Creators: name: (:Unas)
Publisher: name: Unknown
Year: 1907
Subjects: Amagansett
East Hampton
Whales
Whaling
Edwards Family
Ship captains
Beaches
Fishermen
Fishing

description: This photograph shows Captain Jake Edwards and Captain Josh Edwards standing alongside a whale's fluke in Amagansett in 1907.
Genotype and allele frequencies of ABCB1 and SLCO1B1 polymorphisms in THAI HIV-infected patients
Creators: name: Noppaket Singkham
name: Anchalee Avihingsanon
name: Torsak Bunupuradah
name: Baralee Punyawudho
Publisher: name: Faculty of Medicine Chulalongkorn University
Year: 2018
Subjects: ABCB1
SLCO1B1
polymorphisms
Thai HIV-infected patients

description: Chulalongkorn Medical Journal, 62, 4, 697-709
Additional file 5 of rs822336 binding to C/EBPβ and NFIC modulates induction of PD-L1 expression and predicts anti-PD-1/PD-L1 therapy in advanced NSCLC
Creators: name: Polcaro, Giovanna
name: Liguori, Luigi
name: Manzo, Valentina
name: Chianese, Annalisa
name: Donadio, Giuliana
name: Caputo, Alessandro
name: Scognamiglio, Giosuè
name: Dell’Annunziata, Federica
name: Langella, Maddalena
name: Corbi, Graziamaria
name: Ottaiano, Alessandro
name: Cascella, Marco
name: Perri, Francesco
name: De Marco, Margot
name: Col, Jessica Dal
name: Nassa, Giovanni
name: Giurato, Giorgio
name: Zeppa, Pio
name: Filippelli, Amelia
name: Franci, Gianluigi
name: Piaz, Fabrizio Dal
name: Conti, Valeria
name: Pepe, Stefano
name: Sabbatino, Francesco
Publisher: name: figshare
Year: 2024
Subjects: Biophysics
Space Science
Medicine
Cell Biology
Molecular Biology
Environmental Sciences not elsewhere classified
Biological Sciences not elsewhere classified
Cancer

description: Additional file 5: figure S4 Modulation by IFN-ɣ of PD-L1 expression in NSCLC cell lines carrying different rs822336 genotype. (A) EGFRmut HCC827G/G, H1975G/G, PC-9G/G and EGFRwt H1299C/C, H1703C/C and H1437C/C cells were seeded into 24-well plates at a density of 2 × 105 cells per well and incubated with IFN-ɣ (100ng/ml). Untreated cells were used as a control. Following a 24 h incubation at 37 °C in a 5% CO2 atmosphere, expression levels of PD-L1 mRNA were evaluated by Real-Time (RT)-PCR. The levels of PD-L1, normalized to GAPDH and relative to HCC827G/G cells, are plotted and expressed as mean ± SD of the results obtained in three independent experiments. (**P ≤ 0.01; ***P ≤ 0.001). (B) EGFRmut HCC827G/G, H1975G/G, PC-9G/G and EGFRwt H1299C/C, H1703C/C and H1437C/C cells were seeded into 6-well plates at a density of 2 × 106 cells per well and incubated with IFN-ɣ (100ng/ml). Untreated cells were used as a control. Following a 48 h incubation at 37 °C in a 5% CO2 atmosphere, cells were harvested. Cell lysates were analyzed by western blot with PD-L1-specific Ab. GAPDH was used as a loading control. Data are representative of the results obtained in three independent experiments (left panel). The levels of PD-L1, normalized to GAPDH and relative to HCC827G/G cells, are plotted and expressed as mean ± SD of the results obtained in three independent experiments (**P ≤ 0.01; ***P ≤ 0.001) (right panel).
Science With a Purpose: An In-Depth Look at the MATATAG Curriculum for Grades 4 to 7
Creators: name: dela Cruz, Mar-Jay
Publisher: name: Zenodo
Year: 2024

description: This work provides an evaluation of the MATATAG curriculum’s science education framework as implemented for Grades 4 to 7 in the Philippines. It presents an informative analysis of the curriculum in several aspects including learning competencies, performance standards, topic coverage, and assessment methods among others concerning inclusivity, use of technology, environmental education, and so on. Thus, integrating educational theories and practices that are available, the study points out the pros and the cons of the curriculum and reaffirms the acceptance of the concept of scientific learning but calls for its more extensive and appropriate application to the class. Further, the curriculum development proposals consist of revising assessment indicators, deepening project work, balancing standards for performance expectations, and the use of information technology. Other issues raised in this paper include asking for analytical skills and providing group work to enhance the learners’ capacity, as well as the inculcation of the relevance of education to employment opportunities in the respective field of science. In conclusion, the highlights of the analysis indicate that the MATATAG curriculum can be enhanced, through strategic changes, to equip the learners with the necessary skills to tackle modern science issues more responsibly about their society and environment.
НОВЫЕ ГЕНОТИПЫ МЯГКОЙ ОЗИМОЙ ПШЕНИЦЫ УНИВЕРСАЛЬНОГО ТИПА СЕВЕРО-КАВКАЗСКОГО ФНАЦ
Creators: name: КОВТУН В.И., КОВТУН Л.Н.
Publisher: name: ИЦиГ СО РАН
Year: 2018

description: В статье представлены методы селекции и новые генотипы мягкой озимой пшеницы с комплексом основных хозяйственно-биологических признаков и свойств. Прежде всего, генотипы характеризуются высокой урожайностью и качеством зерна. Они скороспелые и обладают высокой морозостойкостью и устойчивостью к основным болезням.
The dualism of disorder
Creators: name: Deverell, Keith
Publisher: name: RMIT University
Year: 2024

description: The Dualism of Order has revealed the need of ‘the other’ in design. Design can create both space and place, order and disorder. Through design we can create the structures for participation that enable a position of the weak from which the personal and the subjective can be explored. By creating space for exploration we find alternate representations of our world and society, a world that dissolves the myth of truth set through the acquisition of power. This enables us to reengage and re-discover ours and other’s worlds.
Through flux we can move from positions of stablity to instability. Being stable and unstable simultaneously creates places of location and dislocation respectively. It is through being located and dislocated at the same time that we engage with the world around us and the world within. We encounter a world of experience that becomes a meld of our cognitive make-up and the cognitive make-up of others. Through this dualistic realm of engagement we dethrone the singular and the pure. We prompt the collective. 
An intelligent system for the pre-mission analysis of helicopter emergency medical service operations
Creators: name: Atyeo, Simon
Publisher: name: RMIT University
Year: 2024

description: The Helicopter Emergency Medical Service (HEMS) accident rate has driven operators from around the world to address the management of risks inherent to their operations. In-flight decision-making, pre-flight planning, failure to follow standard operating procedures, delayed remedial actions, and misinterpretation of environmental cues are all areas that need to be addressed for safe HEMS operations.

HEMS operations are complex, being a joint exercise between the flight crew, paramedics and supporting agencies. Operations occur around-the-clock, in all-weather conditions, and often with no fore-warning. In a time critical operation, where precious minutes may cost lives, operators must decide which cases warrant a HEMS response and if so, whether the conditions are safe to conduct the mission.

Intelligent systems are an emerging field offering benefits to a multitude of applications. This research forms a comprehensive investigation of the application of 'intelligent systems' to the pre-mission analysis of HEMS operations. The research has resulted in the development of a prototype decision support system capable of assisting in the pre-mission analysis of HEMS operations. The prototype system is capable of supporting flight coordinators and crew in the decision-making processes prior to HEMS operations and can potentially improve emergency medical services to the community.
Additional file 6 of rs822336 binding to C/EBPβ and NFIC modulates induction of PD-L1 expression and predicts anti-PD-1/PD-L1 therapy in advanced NSCLC
Creators: name: Polcaro, Giovanna
name: Liguori, Luigi
name: Manzo, Valentina
name: Chianese, Annalisa
name: Donadio, Giuliana
name: Caputo, Alessandro
name: Scognamiglio, Giosuè
name: Dell’Annunziata, Federica
name: Langella, Maddalena
name: Corbi, Graziamaria
name: Ottaiano, Alessandro
name: Cascella, Marco
name: Perri, Francesco
name: De Marco, Margot
name: Col, Jessica Dal
name: Nassa, Giovanni
name: Giurato, Giorgio
name: Zeppa, Pio
name: Filippelli, Amelia
name: Franci, Gianluigi
name: Piaz, Fabrizio Dal
name: Conti, Valeria
name: Pepe, Stefano
name: Sabbatino, Francesco
Publisher: name: figshare
Year: 2024
Subjects: Biophysics
Space Science
Medicine
Cell Biology
Molecular Biology
Environmental Sciences not elsewhere classified
Biological Sciences not elsewhere classified
Cancer

description: Additional file 6: figure S5 Morphological changes and inhibition of proliferation by IFN-ɣ in NSCLC cell lines carrying different rs822336 genotype. EGFRmut HCC827G/G, H1975G/G, PC-9G/G and EGFRwt H1299C/C, H1703C/C and H1437C/C cells were seeded into 6-well plates at a density of 2 × 106 cells per well and incubated with IFN-ɣ (100ng/ml). Untreated cells were used as a control. Following a 48 h incubation at 37 °C in a 5% CO2 atmosphere, (A) three random regions from both untreated and treated cells were captured with inverted microscope (Bars: 50 mm); (B) cells were harvested and counted by 0.2% trypan blue exclusion test. Data are expressed as mean ± SD of the results obtained in three independent experiments.
Supporting Tables from Modern and prebiotic amino acids support distinct structural profiles in proteins
Creators: name: Tretyachenko, Vyacheslav
name: Vymětal, Jiří
name: Neuwirthová, Tereza
name: Vondrášek, Jiří
name: Fujishima, Kosuke
name: Hlouchová, Klára
Publisher: name: The Royal Society
Year: 2022
Subjects: subject: Biophysics
subject: Biochemistry
subject: 60113 Synthetic Biology
subject: FOS: Biological sciences

description: This table contains statistical analyses of the protein characterization data and the library compositions
Supplemental Material - What Do Child Abuse and Neglect Medical Evaluation Consultation Notes Tell Researchers and Clinicians?
Creators: name: Golonka, Megan
name: Liu, Yuerong
name: Rohrs, Rosie
name: Copeland, Jennifer
name: Byrd, Jessalyn
name: Stilwell, Laura
name: Crew, Carter
name: Kuehn, Molly
name: Snyder-Fickler, Elizabeth
name: Hurst, Jillian H.
name: Evans, Kelly E.
name: Terrell, Lindsay
name: Gifford, Elizabeth J.
Publisher: name: SAGE Journals
Year: 2022
Subjects: subject: 160299 Criminology not elsewhere classified
subject: FOS: Law

description: Supplemental Material for What Do Child Abuse and Neglect Medical Evaluation Consultation Notes Tell Researchers and Clinicians? by Megan Golonka, Yuerong Liu1, Rosie Rohrs, Jennie Copeland, Jessalyn Byrd, Laura Stilwell, Carter Crew, Molly Kuehn, Elizabeth Snyder-Fickler, Jillian Hurst, Kelly Evans, Lindsay Terrell, and Elizabeth J. Gifford in Child Maltreatment.
sj-docx-1-hpq-10.1177_13591053221127531 – Supplemental material for Investigating factors affecting HIV/AIDS knowledge among women in low and middle-income countries in Asia
Creators: name: Bhowmik, Jahar
name: Biswas, Raaj Kishore
name: Dzadey, Dela
Publisher: name: SAGE Journals
Year: 2022
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, sj-docx-1-hpq-10.1177_13591053221127531 for Investigating factors affecting HIV/AIDS knowledge among women in low and middle-income countries in Asia by Jahar Bhowmik, Raaj Kishore Biswas and Dela Dzadey in Journal of Health Psychology
Possum stole the pumpkin: finding voice in Cajun music in Australia
Creators: name: Baylor, Andrew
Publisher: name: RMIT University
Year: 2024

description: This research project explores how I have found a musical voice in Cajun music and have created styles of fiddle –playing and composition which reflect an Australian experience.

The exegesis details the historical and cultural backgrounds of Cajun music and discusses questions of authenticity, the nature of tradition and problems associated with performance of the style in Australia. The work discusses my own search for a personal identity in the Australian music scene and presents original music for fiddle and percussion. I have included transcriptions and analysis of the tunes which describe technical aspects of the music and a commentary which illuminates the underlying sense of meaning in the music.

I have used several methodologies including autoethnography, professional practice-based research, and ethnomusicology. These approaches have enabled me 1) to situate my own personal journey as an artist in broader social and historical contexts; 2) to reflect on thirty years of professional music –making ; 3) to present knowledge of Cajun music as played in Louisiana; and 4) to offer insights into my sources of inspiration, both musical and extra-musical.

A field trip to Southwest Louisiana in July 2005 where I received lessons and shared tunes with many leading Cajun musicians has also informed and inspired the project.

In effect, this research project explores how music and culture from other times and places can be re-interpreted in a contemporary Australian setting.
Continual Human-in-the-Loop Optimization
Creators: name: Liao, Yi-Chi
name: Streli, Paul
name: Li, Zhipeng
name: Gebhardt, Christoph
name: Holz, Christian
Publisher: name: arXiv
Year: 2025
Subjects: subject: Human-Computer Interaction (cs.HC)
subject: FOS: Computer and information sciences

description: Optimal input settings vary across users due to differences in motor abilities and personal preferences, which are typically addressed by manual tuning or calibration. Although human-in-the-loop optimization has the potential to identify optimal settings during use, it is rarely applied due to its long optimization process. A more efficient approach would continually leverage data from previous users to accelerate optimization, exploiting shared traits while adapting to individual characteristics. We introduce the concept of Continual Human-in-the-Loop Optimization and a Bayesian optimization-based method that leverages a Bayesian-neural-network surrogate model to capture population-level characteristics while adapting to new users. We propose a generative replay strategy to mitigate catastrophic forgetting. We demonstrate our method by optimizing virtual reality keyboard parameters for text entry using direct touch, showing reduced adaptation times with a growing user base. Our method opens the door for next-generation personalized input systems that improve with accumulated experience.
Additional file 7 of rs822336 binding to C/EBPβ and NFIC modulates induction of PD-L1 expression and predicts anti-PD-1/PD-L1 therapy in advanced NSCLC
Creators: name: Polcaro, Giovanna
name: Liguori, Luigi
name: Manzo, Valentina
name: Chianese, Annalisa
name: Donadio, Giuliana
name: Caputo, Alessandro
name: Scognamiglio, Giosuè
name: Dell’Annunziata, Federica
name: Langella, Maddalena
name: Corbi, Graziamaria
name: Ottaiano, Alessandro
name: Cascella, Marco
name: Perri, Francesco
name: De Marco, Margot
name: Col, Jessica Dal
name: Nassa, Giovanni
name: Giurato, Giorgio
name: Zeppa, Pio
name: Filippelli, Amelia
name: Franci, Gianluigi
name: Piaz, Fabrizio Dal
name: Conti, Valeria
name: Pepe, Stefano
name: Sabbatino, Francesco
Publisher: name: figshare
Year: 2024
Subjects: Biophysics
Space Science
Medicine
Cell Biology
Molecular Biology
Environmental Sciences not elsewhere classified
Biological Sciences not elsewhere classified
Cancer

description: Additional file 7: figure S6 Characterization of HLA and β2m in NSCLC cell lines. EGFRmut HCC827G/G, H1975G/G, PC-9G/G and EGFRwt H460G/G, A549G/G, H1299C/C, H1703C/C and H1437C/C cells were seeded into 6-well plates at the density of 2 × 106 per well. Following a 24 h incubation at 37 °C in a 5% CO2 atmosphere, cells were harvested. (A) DNA was extracted and genotyped for HLA class I haplotypes utilizing PCR. (B) Cells were stained with HLA class I/II antigen- [mAb LGIII-147.4.1 (HLA-A), mAb B1.23.2 (HLA-B,C), mAb TP25.99.8.4 (HLA-A,B,C)], and β2m-specific (mAb LGII-612.14) mAbs. mAb MK2-23 was used as a specificity control. Cell staining was detected by Fluorescein isothiocyanate (FITC) anti-mouse IgG Ab by flow cytometry analysis. Data, expressed as mean fluorescence intensity (MFI), are representative of the results obtained in three independent experiments.
sj-docx-2-jop-10.1177_02698811221127954 – Supplemental material for Therapeutic (Sub)stance: Current practice and therapeutic conduct in preparatory sessions in substance-assisted psychotherapy—A systematized review
Creators: name: Thal, Sascha B
name: Wieberneit, Michelle
name: Sharbanee, Jason M
name: Skeffington, Petra M
name: Baker, Paris
name: Bruno, Raimondo
name: Wenge, Tobias
name: Bright, Stephen J
Publisher: name: SAGE Journals
Year: 2022
Subjects: subject: 110904 Neurology and Neuromuscular Diseases
subject: FOS: Clinical medicine
subject: 111599 Pharmacology and Pharmaceutical Sciences not elsewhere classified
subject: 170199 Psychology not elsewhere classified
subject: FOS: Psychology
subject: 110319 Psychiatry (incl. Psychotherapy)

description: Supplemental material, sj-docx-2-jop-10.1177_02698811221127954 for Therapeutic (Sub)stance: Current practice and therapeutic conduct in preparatory sessions in substance-assisted psychotherapy—A systematized review by Sascha B Thal, Michelle Wieberneit, Jason M Sharbanee, Petra M Skeffington, Paris Baker, Raimondo Bruno, Tobias Wenge and Stephen J Bright in Journal of Psychopharmacology
Situated learning : perceptions of training practitioners on the transfer of competence across workplace contexts
Creators: name: Down, Cathy
Publisher: name: RMIT University
Year: 2024

description: This research focused on the question, How do practitioners understand the transfer of competence (that is, what do they know and can do) accross different workplace contexts and how does it influence their practice? The research investigates the experiences and perceptions of 108 workers, who have changed jobs or whose jobs have changed, as to how they were able to adapt what they knew and could do at the time. The research is phenomological, using a methodology designed to collect and analyse data from the participants without decontextualising it. The methodology is customised and contextualised and uses activity theory, Engestrom's theory of expansive learning, grounded theory and discourse analysis to interrogate the research question. The collection of data occurred over a period of five years and was in two stages, with the second stage validating and building on the fir st stage. Minimally structured interviews and a questionnare were the main data collection tools used. Some descriptive statistics have been used but the research is qualitative in intent. The research draws on current theoretical positions of learning, transfer, experimental learning, workplace learning, activity theory, qualitative research and reflection on experience. The thesis has been written to foreground the voices of the participants and the insights their experience brings to the research. The research addresses a current gap in research work, carried out in Australia or overseas, which focuses on the transfer of competence across workplaces. The outcomes provide new perspectives on the ways in which practitioners understand transfer and integrate these interpretations into their generalisation without decontextualisation, and thus makes a contribution to our collective knowledge and understanding. The outcomes of the research are a metaphoric framework to guide the transfer of competence over dif ferent work contexts; a record of the application of new understandings of transfer as a sequence of consequential transitions (Beach 1999); generalisations derived from the embedding of contexts (Van Oers 1998); and an innovative research methodology. In addition, the participants have provided their perspectives on the preperation of, and on-going support for, people entering or crossing workplace contexts, and the consequential, necessary changes to institutional learning.
Entlastungspakete für Energiepreisanstiege: Auswirkungen und Nachbesserungsbedarf
Creators: name: Kellner, Maximilian
name: Amberg, Maximilian
name: Bergmann, Tobias
name: Roolfs, Christina
name: Kalkuhl, Matthias
Publisher: name: Zenodo
Year: 2022

description: Mit den Entlastungspaketen I und II hat die Bundesregierung Entlastungsmaßnahmen beschlossen, um den stark gestiegenen Energiepreisen entgegenzuwirken. Die Entlastung für private Haushalte erfolgt überwiegend durch Maßnahmen, die auf eine Erhöhung des Einkommens abzielen (wie z.B. Anhebung Steuerfreibeträge, Energiepreispauschale). Etwa ein Drittel der Entlastungswirkung für Haushalte erfolgt aus Maßnahmen, die über (indirekte) Subventionen Preise von Energie oder energieintensiven Dienstleistungen verringern (z.B. Tankrabatt, Absenkung EEG-Umlage, 9-Euro-Ticket). Die Mehrzahl der Maßnahmen ist auf eine Entlastung einkommensschwacher Haushalte und der Mittelschicht ausgelegt. Die Entlastung für die unterste Einkommensgruppes beträgt etwa 3,5 % der gesamten privaten Konsumausgaben. Allerdings profitiert auch die reichste Einkommensgruppe von einer Entlastung in Höhe von 1,4 % der Konsumausgaben. Die größte Entlastung für Haushalte mit geringem und mittlerem Einkommen wird durch die Energiepreispauschale und die Absenkung der EEG-Umlage erzielt. Dennoch bleibt die Belastung in den unteren und mittleren Einkommensschichten auch nach den Entlastungsmaßnahmen hoch. Die Entlastungspakete kompensieren das hohe Energiepreisniveau nur teilweise, sodass Haushalte in den unteren und mittleren Einkommensgruppen mit mehr als 2,5% ihres Einkommens belastet werden. Die beschlossenen Entlastungsmaßnahmen sind nicht eng am Energiebedarf der Haushalte ausgerichtet. Somit bleibt die Belastung von Haushalten mit hohem Energiebedarf (z.B. aufgrund schlechter Wärmeisolierung oder Gasheizung) weiterhin hoch, während einige Haushalte mit hoher Energieeffizienz netto entlastet werden. Ein auf dem Vorjahresverbrauch (oder der Haushaltsgröße) basierendes Energiegeld abhängig vom Heizungstyp könnte zur gezielten Entlastung verwendet werden, ohne Energiesparanreize auszuhebeln. Die Maßnahmen sind nicht an die Entwicklung der Energiepreise gekoppelt. Steigen die Preise, insbesondere für Gas und Strom, mittelfristig über das Niveau von April 2022, reichen die bereitgestellt Mittel nicht mehr aus, um die Haushalte umfassend zu entlasten.
A practical method for improved implementation of pile driving formula.
Creators: name: Tokhi, Haman
Publisher: name: RMIT University
Year: 2024

description: Piles are widely used in construction of foundations for infrastructure such as buildings, bridges and offshore structures particularly at fill and soft soil sites. Hence accurate and reliable determination of pile capacity is very important for design, construction and the overall estimate of the cost of these foundations. It is common in design practice to predict pile capacity by static analysis in advance of pile driving based on the results of in-situ and laboratory tests. Static load testing is carried out during construction stage on a typically 2-5 per cent of the piles in a reasonably large project to determine ultimate load carrying capacity of pile. One of the oldest methods of pile dynamic testing is the use of dynamic formulae that were developed based on the Newtonian impact theory. The contemporary dynamic methods are based on the application of the stress wave theory to piles, whereby the dynamic testing measurements of force and velocity at the upper end of the pile during pile driving and restrike are used for pile capacity prediction. This dynamic testing by wave equation analysis is a prevalent method of pile capacity and driving stress calculations. Unfortunately, though dynamic methods have been used in practice for many years, actual reliability of dynamic methods is vague because their comparison with static loading tests is made incorrectly in most cases due to the variation of pile capacity with time after the initial driving.

On the other hand, the traditional energy or dynamic formulae have been regarded as being unreliable and less accurate than the more analytical methods based on the wave equation analysis. The main two reasons for the poor performance of the dynamic formulae are the assumption of hammer energy and the inherent flaw that they do not take the dynamic resistance into account. With the advent of new technologies in the construction industry, gradual improvements have been made in the application of the dynamic formulae in many projects that have resulted in greater reliability. This research attempts to improving the reliability of the dynamic formula by accounting for the hammer energy and the dynamic resistance by carrying out a comprehensive GRLWEAP parametric analysis for different hammers, soil and pile types. Also, a new application of radar called IBIS-S is proposed as well as a site test results are presented using the Hiley, Gates and MnDOT formulae. The comparison of the results with the more rigorous PDA, CAPWAP® and the GRLWEAP™ analysis show that with the application of new and precise testing equipments, the dynamic formula can be used with greater accuracy than the Case method. It is also shown that the IBIS-S unit may also be used to estimate and evaluate the empirical parameters used in the CAPWAP® and GRLWEAP™ analysis. This approach enables evaluation of the pile capacity to be made more accurately using the dynamic equations.
sj-docx-3-jop-10.1177_02698811221127954 – Supplemental material for Therapeutic (Sub)stance: Current practice and therapeutic conduct in preparatory sessions in substance-assisted psychotherapy—A systematized review
Creators: name: Thal, Sascha B
name: Wieberneit, Michelle
name: Sharbanee, Jason M
name: Skeffington, Petra M
name: Baker, Paris
name: Bruno, Raimondo
name: Wenge, Tobias
name: Bright, Stephen J
Publisher: name: SAGE Journals
Year: 2022
Subjects: subject: 110904 Neurology and Neuromuscular Diseases
subject: FOS: Clinical medicine
subject: 111599 Pharmacology and Pharmaceutical Sciences not elsewhere classified
subject: 170199 Psychology not elsewhere classified
subject: FOS: Psychology
subject: 110319 Psychiatry (incl. Psychotherapy)

description: Supplemental material, sj-docx-3-jop-10.1177_02698811221127954 for Therapeutic (Sub)stance: Current practice and therapeutic conduct in preparatory sessions in substance-assisted psychotherapy—A systematized review by Sascha B Thal, Michelle Wieberneit, Jason M Sharbanee, Petra M Skeffington, Paris Baker, Raimondo Bruno, Tobias Wenge and Stephen J Bright in Journal of Psychopharmacology
Supplemental Material - Development and Validation of a Clinical Prediction Model to Diagnose Sinonasal Inverted Papilloma Based on Computed Tomography Features and Clinical Characteristics
Creators: name: Zhang, Zengxiao
name: Yu, Longgang
name: Jiang, Jiaxin
name: Wang, Lin
name: Zhou, Shizhe
name: Hao, Dapeng
name: Jiang, Yan
Publisher: name: SAGE Journals
Year: 2022
Subjects: Otorhinolaryngology

description: Supplemental Material for Development and Validation of a Clinical Prediction Model to Diagnose Sinonasal Inverted Papilloma Based on Computed Tomography Features and Clinical Characteristics by Zengxiao Zhang, Longgang Yu, Jiaxin Jiang, Lin Wang, Shizhe Zhou, Dapeng Hao, and Yan Jiang in Ear, Nose & Throat Journal
Simulation of fluid dynamics and particle transport in a realistic human nasal cavity
Creators: name: Inthavong, Kiao
Publisher: name: RMIT University
Year: 2024

description: Airflow and particle transport through the nasal cavity was studied using Computational Fluid Dynamics (CFD). A computational model of the human nasal cavity was reconstructed through CT scans. The process involved defining the airway outline through points in space that had to be fitted with a closed surface. The airflow was first simulated and detailed airflow structures such as local vortices, wall shear stresses, pressure drop and flow distribution were obtained. In terms of heat transfer the differences in the width of the airway especially in the frontal regions was found to be critical as the temperature difference was greatest and therefore heating of the air is expedited when the air is surrounded by the hotter walls. Understanding the effects of the airway geometry on the airflow patterns allows better predictions of particle transport through the airway.

Inhalation of foreign particles is filtered by the nasal cilia to some degree as a defence mechanism of the airway. Particles such as asbestos fibres, pollen and diesel fumes can be considered as toxic and lead to health problems. These particles were introduced and the effects of particle morphology were considered by customising the particle trajectory equation. This mainly included the effects of the drag correlation and its shape factor. Local particle deposition sites, detailed deposition efficiencies and particle trajectories were obtained. High inertial particles tended to be filtered within the anterior regions of the cavity due to a change in direction of the airway as the air flow changes from vertical at the inlet to horizontal within the main nasal passage.

Inhaled particles with pharmacological agents are often deliberately introduced into the nasal airway with a target delivery. The mucous lined airway that is highly vascular provides an avenue for drug delivery into the blood stream. An initial nasal spray experiment was performed to determine the parameters that were important for nasal spray drug delivery. The important parameters were determined to be the spray angle, initial particle velocity and particle swirl. It was found that particles were formed at a break-up length at a cone diameter greater than the spray nozzle diameter. The swirl fraction determined how much of the velocity magnitude went into a tangential component. By combining a swirling component along with a narrow spray into the main streamlines, greater penetration of larger particles into the nasal cavity may be possible. These parameters were then used as the boundary conditions for a parametric study into sprayed particle drug delivery within the CFD domain. The results were aimed to assist in the design of more efficient nasal sprays.
Additional file 8 of rs822336 binding to C/EBPβ and NFIC modulates induction of PD-L1 expression and predicts anti-PD-1/PD-L1 therapy in advanced NSCLC
Creators: name: Polcaro, Giovanna
name: Liguori, Luigi
name: Manzo, Valentina
name: Chianese, Annalisa
name: Donadio, Giuliana
name: Caputo, Alessandro
name: Scognamiglio, Giosuè
name: Dell’Annunziata, Federica
name: Langella, Maddalena
name: Corbi, Graziamaria
name: Ottaiano, Alessandro
name: Cascella, Marco
name: Perri, Francesco
name: De Marco, Margot
name: Col, Jessica Dal
name: Nassa, Giovanni
name: Giurato, Giorgio
name: Zeppa, Pio
name: Filippelli, Amelia
name: Franci, Gianluigi
name: Piaz, Fabrizio Dal
name: Conti, Valeria
name: Pepe, Stefano
name: Sabbatino, Francesco
Publisher: name: figshare
Year: 2024
Subjects: Biophysics
Space Science
Medicine
Cell Biology
Molecular Biology
Environmental Sciences not elsewhere classified
Biological Sciences not elsewhere classified
Cancer

description: Additional file 8: figure S7 Validation of TFs involved in the regulation of PD-L1 gene expression based on rs822336 allele-specificity. H1975G/G and H1299C/C cells were seeded into T75 flasks at a density of 5 × 106 cells. Following a 48 h incubation at 37 °C in a 5% CO2 atmosphere, DNA-pull down assay was performed with immobilized wt/mut oligos incubated with nuclear extracts on 4 distinct sample group combinations. Nuclear extract of H1299C/C cells was incubated with the mut oligo; nuclear extract of H1299C/C cells was incubated with the wt oligo; nuclear extract of H1975G/G cells was incubated with the mut oligo; nuclear extract of H1975G/G cells was incubated with wt oligo. Putative TFs of the rs822336 region of the PD-L1 gene based on its allele-specificity were detected by LC-MS/MSVolcano plot shows a proteomic based comparison between different samples. Reported points indicate proteins that display both large magnitude fold-changes (x axis) and high statistical significance (y axis). Corresponding points to C/EBPβ and NFIC are highlighted.
sj-pdf-1-jcb-10.1177_0271678X221135270 - Supplemental material for Precision estimates of relative and absolute cerebral blood flow in Alzheimer’s disease and cognitively normal individuals
Creators: name: Heeman, Fiona
name: Visser, Denise
name: Yaqub, Maqsood
name: Verfaillie, Sander
name: Timmers, Tessa
name: Pijnenburg, Yolande AL
name: van der Flier, Wiesje M
name: van Berckel, Bart NM
name: Boellaard, Ronald
name: Lammertsma, Adriaan A
name: Golla, Sandeep SV
Publisher: name: SAGE Journals
Year: 2022
Subjects: subject: Emergency Medicine
subject: Endocrinology
subject: Medicine
subject: Neurology and Neuromuscular Diseases
subject: FOS: Clinical medicine
subject: Radiology and Organ Imaging
subject: Cell Biology
subject: Biochemistry
subject: Biological Sciences not elsewhere classified
subject: Neuroscience

description: Supplemental material, sj-pdf-1-jcb-10.1177_0271678X221135270 for Precision estimates of relative and absolute cerebral blood flow in Alzheimer’s disease and cognitively normal individuals by Fiona Heeman, Denise Visser, Maqsood Yaqub, Sander Verfaillie, Tessa Timmers, Yolande AL Pijnenburg, Wiesje M van der Flier, Bart NM van Berckel, Ronald Boellaard, Adriaan A Lammertsma, Sandeep SV Golla in Journal of Cerebral Blood Flow & Metabolism
Reconstruction of historical jewellery and its relevance as contemporary artefact
Creators: name: Baines, Robert
Publisher: name: RMIT University
Year: 2024

description: The dating of ancient jewellery is given by the archaeological context. Technology applied by the ancient goldsmith is traceable through archaeometallurgy. The aim of this research is to analyse historical jewellery and to construct copies based on the known technology of the era. Resultant laboratory constructions with their historical correctness and the new knowledge of jewellery structures will then be available for reworking to convey a contemporary visual relevance and a statement of history. The results of these analyses and reconstructions will form the basis of metalwork objects in which contemporary aesthetics are informed by historical practice.
sj-docx-1-jdr-10.1177_00220345221129806 – Supplemental material for Bioinspired Anti-demineralization Enamel Coating for Orthodontics
Creators: name: Peng, S.
name: Sang, T.
name: Wang, H.
name: Guan, Y.
name: Deng, Y.
name: Wang, P.
name: Huang, Z.
name: Ye, Z.
name: Wu, J.
Publisher: name: SAGE Journals
Year: 2022
Subjects: subject: 110599 Dentistry not elsewhere classified
subject: FOS: Clinical medicine
subject: 91299 Materials Engineering not elsewhere classified
subject: FOS: Materials engineering

description: Supplemental material, sj-docx-1-jdr-10.1177_00220345221129806 for Bioinspired Anti-demineralization Enamel Coating for Orthodontics by S. Peng, T. Sang, H. Wang, Y. Guan, Y. Deng, P. Wang, Z. Huang, Z. Ye and J. Wu in Journal of Dental Research
sj-pdf-1-hss-10.1177_15563316221129578 – Supplemental material for Sonographic Assessment of Hand Injuries: Diagnostic Accuracy and Review of Pathology
Creators: name: Nwawka, O. Kenechi
name: Desai, Ravi
name: Ko, Lydia M.
name: Chong, Colin Chun Wai
name: Jacobson, Jeffrey M.
name: Endo, Yoshimi
Publisher: name: SAGE Journals
Year: 2022
Subjects: subject: 110323 Surgery
subject: FOS: Clinical medicine

description: Supplemental material, sj-pdf-1-hss-10.1177_15563316221129578 for Sonographic Assessment of Hand Injuries: Diagnostic Accuracy and Review of Pathology by O. Kenechi Nwawka, Ravi Desai, Lydia M. Ko, Colin Chun Wai Chong, Jeffrey M. Jacobson and Yoshimi Endo in HSS Journal®: The Musculoskeletal Journal of Hospital for Special Surgery
Additional file 9 of rs822336 binding to C/EBPβ and NFIC modulates induction of PD-L1 expression and predicts anti-PD-1/PD-L1 therapy in advanced NSCLC
Creators: name: Polcaro, Giovanna
name: Liguori, Luigi
name: Manzo, Valentina
name: Chianese, Annalisa
name: Donadio, Giuliana
name: Caputo, Alessandro
name: Scognamiglio, Giosuè
name: Dell’Annunziata, Federica
name: Langella, Maddalena
name: Corbi, Graziamaria
name: Ottaiano, Alessandro
name: Cascella, Marco
name: Perri, Francesco
name: De Marco, Margot
name: Col, Jessica Dal
name: Nassa, Giovanni
name: Giurato, Giorgio
name: Zeppa, Pio
name: Filippelli, Amelia
name: Franci, Gianluigi
name: Piaz, Fabrizio Dal
name: Conti, Valeria
name: Pepe, Stefano
name: Sabbatino, Francesco
Publisher: name: figshare
Year: 2024
Subjects: Biophysics
Space Science
Medicine
Cell Biology
Molecular Biology
Environmental Sciences not elsewhere classified
Biological Sciences not elsewhere classified
Cancer

description: Additional file 9: supplementary file 2 List of the proteins identified by DNA pull-down assay and LC MS/MS performed incubating the H1975G/G nuclear extract with wt oligo or H1299C/C nuclear extract with mut oligo. The abundance ratio of the proteins in the two samples are also reported. *Abundance ratio of 100 indicates a protein detected only in H1299C/C+mut whereas a value of 0.01 indicates a protein detected only in H1975G/G+wt.
Implementation of project based learning in a training package context
Creators: name: Wright, Julie
Publisher: name: RMIT University
Year: 2024

description: Training Packages form the basis upon which practitioners in the Vocational Education and Training (VET) sector in Australia develop their pedagogical processes. As workplaces adapt their practices to compete globally, demand for skilled and knowledgeable workers places pressure on institutional training providers such as TAFE to develop training programs that support the acquisition of higher order thinking skills in graduates. Using a competence based framework as a backdrop, the research centres on the notion of the place of Project Based Learning in a Training Package context. The research proposes that learning through projects is an effective means of integrating Training Package outcomes with an instructional model that engages learners in independent, flexible and reflective learning. The research was conducted retrospectively from a case study of an AQF Level 6 Textile, Clothing and Footwear Training Package Program at RMIT University TAFE. An Action Research approach underpins the investigation, resulting in the profiling of teaching, learning and assessment as areas in need of further examination. These defining themes are explored in the context of the Project Based Learning model developed at RMIT, with consideration given to the potential for broader application. The discussion concludes with a theoretical review of the new understandings of pedagogy. The study aims to establish that a constructive alignment exists between the behaviourist approach of Training Packages and the more constructivist theories behind Project Based Learning; rendering it a suitable instructional model that meets the needs of 21st century learners.
Perceptually lossless coding of medical images - from abstraction to reality
Creators: name: Wu, David
Publisher: name: RMIT University
Year: 2024

description: This work explores a novel vision model based coding approach to encode medical images at a perceptually lossless quality, within the framework of the JPEG 2000 coding engine. Perceptually lossless encoding offers the best of both worlds, delivering images free of visual distortions and at the same time providing significantly greater compression ratio gains over its information lossless counterparts. This is achieved through a visual pruning function, embedded with an advanced model of the human visual system to accurately identify and to efficiently remove visually irrelevant/insignificant information. In addition, it maintains bit-stream compliance with the JPEG 2000 coding framework and subsequently is compliant with the Digital Communications in Medicine standard (DICOM). Equally, the pruning function is applicable to other Discrete Wavelet Transform based image coders, e.g., The Set Partitioning in Hierarchical Trees. Further significant coding gains are exploited through an artificial edge segmentatio n algorithm and a novel arithmetic pruning algorithm. The coding effectiveness and qualitative consistency of the algorithm is evaluated through a double-blind subjective assessment with 31 medical experts, performed using a novel 2-staged forced choice assessment that was devised for medical experts, offering the benefits of greater robustness and accuracy in measuring subjective responses. The assessment showed that no differences of statistical significance were perceivable between the original images and the images encoded by the proposed coder.