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Journal articles on the topic 'Adaptation Gap'

Author: Grafiati

Published: 5 June 2025

Last updated: 2 August 2025

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1

Jacquot, Sophie, and Tommaso Vitale. "Adaptation et réflexivité." Gouvernement et action publique 4, no. 4 (2014): 35. http://dx.doi.org/10.3917/gap.144.0035.

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Atkinson, Emily, and Akira Omaki. "Adaptation of Gap Predictions in Filler-Gap Dependency Processing during Reading." Languages 8, no. 4 (2023): 285. http://dx.doi.org/10.3390/languages8040285.

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Syntactic adaptation effects have been demonstrated for an expanding list of structure types, but the mechanism underlying this effect is still being explored. In the current work on filler-gap dependency processing, we examined whether exposing participants to a less common gap location—prepositional object (PO) gaps—altered their gap predictions, and whether these effects would transfer across tasks when this input was presented in a quasi-naturalistic way (i.e., by reading stories). In Experiment 1, we demonstrated that comprehenders dampened their direct object (DO) gap predictions followi

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Das, Mitali. "Allocation of Climate Funds and the Adaptation Infrastructure Gap." Sustainable Development Research 4, no. 1 (2022): p42. http://dx.doi.org/10.30560/sdr.v4n1p42.

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Global climate adaptation financing schemes represent one of the most promising developments in climate finance for developing nations. Recently, there has been concern that the emergence of a competitive mechanism for the allocation of adaptation funds has un-leveled the playing field to qualify for funds because the most climate vulnerable countries also have the greatest capacity gaps to attract and leverage climate finance. However, without a comparable, consistent definition of vulnerability across countries, it has been difficult to verify this conjecture. In this paper, I take a quantif

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Li, Xuesheng, Shuai Liu, Yishi Tang, Yunshan Zhao, and Yingbin Su. "Influence of polyether ether ketone coping crown on the adaptation of implant abutment." Journal of the Pakistan Medical Association 74, no. 2 (2024): 282–86. http://dx.doi.org/10.47391/jpma.9043.

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Objectives: To evaluate the influence of polyether ether ketone coping crown on the adaptation of implant abutment. Method: The vitro study was conducted at the Department of Prosthodontics, Hainan Stomatological Hospital, China, from October 2021 to March 2022, and comprised patients undergoing implant surgery on first molar. Patients were divided into two group, with group A patients receiving polyether ether ketone coping crowns, and group B receiving zirconia crowns. Replica technique was used to replicate the gap between the crowns and the abutments. The thickness of the silicone film was

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Malik, Ishfaq Hussain, and James D. Ford. "Addressing the Climate Change Adaptation Gap: Key Themes and Future Directions." Climate 12, no. 2 (2024): 24. http://dx.doi.org/10.3390/cli12020024.

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Climate change adaptation is a critical response to the challenges posed by climate change and is important for building resilience. Progress in adaptation efforts has been made globally, nationally, and locally through international agreements, national plans, and community-based initiatives. However, significant gaps exist in knowledge, capacity, and finance. The Adaptation Gap Report 2023, published by the United Nations Environment Programme (UNEP), examines the status of climate change adaptation efforts globally. The report highlights the widening adaptation finance gap and the deepening

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Zaidi, Qasim, and W. L. Sachtler. "Motion Adaptation from Surrounding Stimuli." Perception 20, no. 6 (1991): 703–14. http://dx.doi.org/10.1068/p200703.

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When a narrow uniform gap was surrounded by a moving grating, the gap appeared as a grating in the opposite phase to that of the surround, moving in the same direction with the same speed. Contrast thresholds for moving test-gratings placed in the region of the uniform gap were found to be elevated after prolonged viewing of this pattern, thus demonstrating the existence of motion adaptation in a retinal region surrounded by, but not covered by, a moving pattern. The amplitude of the moving induced-grating was measured by nulling with a real grating moving in the same direction and with the sa

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Reay, William E. "Organizational Adaptation: Bridging the Research to Practice Gap." Administration and Policy in Mental Health and Mental Health Services Research 37, no. 1-2 (2010): 95–99. http://dx.doi.org/10.1007/s10488-010-0275-2.

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Pauw, W. Pieter. "The adaptation finance gap can only be closed by limiting the adaptation costs." One Earth 4, no. 10 (2021): 1352–55. http://dx.doi.org/10.1016/j.oneear.2021.09.002.

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Schubert, Annika, Anne von Streit, and Matthias Garschagen. "Unravelling the capacity–action gap in flood risk adaptation." Natural Hazards and Earth System Sciences 25, no. 5 (2025): 1621–53. https://doi.org/10.5194/nhess-25-1621-2025.

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Abstract. Against the backdrop of increasing climate risks, strengthening the adaptive capacity of citizens is crucial. Yet, the usefulness of the concept of adaptive capacity is currently limited for science and policy, as it is not clear what exactly constitutes adaptive capacity nor whether capacity translates into adaptation action. Drawing on survey data from 1571 households in southern Germany collected in 2022, we use regression analysis to examine the relationship between adaptive capacity indicators and the implementation of pluvial flood risk adaptation measures. Our results confirm

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Saddiqa, Ayesha, Fatima Sajid Chauhan, and Adeen Asif. "Coke Studio: Adaptation of Folk Songs for Bridging Cultural and Generation Gap." Global Social Sciences Review IX, no. I (2024): 145–57. http://dx.doi.org/10.31703/gssr.2024(ix-i).13.

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Coke Studio (CS, Pakistan) showcases a fusion of various musical genres, from traditional classical, folk, Sufi, ghazal, and qawwali to contemporary hip-hop, rock, and pop. This study explores the adaptation of folk songs within CS through Cardwell's 'meta-text' theory (2002), contending that the essence of the original text is retained in subsequent adaptations. Additionally, it examines the rhizome-like nature of these adaptations. Employing multimodality, the study analyzes folk songs from Coke Studio Season 10, utilizing auditory, visual, and spatial elements to create a cohesive artifact

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Guo, Zirun, Tao Jin, Wenlong Xu, Wang Lin, and Yangyang Wu. "Bridging the Gap for Test-Time Multimodal Sentiment Analysis." Proceedings of the AAAI Conference on Artificial Intelligence 39, no. 16 (2025): 16987–95. https://doi.org/10.1609/aaai.v39i16.33867.

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Multimodal sentiment analysis (MSA) is an emerging research topic that aims to understand and recognize human sentiment or emotions through multiple modalities. However, in real-world dynamic scenarios, the distribution of target data is always changing and different from the source data used to train the model, which leads to performance degradation. Common adaptation methods usually need source data, which could pose privacy issues or storage overheads. Therefore, test-time adaptation (TTA) methods are introduced to improve the performance of the model at inference time. Existing TTA methods

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Zhou, Siqi, Karime Pereida, Wenda Zhao, and Angela P. Schoellig. "Bridging the Model-Reality Gap With Lipschitz Network Adaptation." IEEE Robotics and Automation Letters 7, no. 1 (2022): 642–49. http://dx.doi.org/10.1109/lra.2021.3131698.

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G, Cissé, Menezes J, and Confalonieri U. "Health adaptation gap in low and middle-income countries." Environmental Epidemiology 3 (October 2019): 74–75. http://dx.doi.org/10.1097/01.ee9.0000606488.24429.8f.

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Amini, Amirhesam, Somayeh Zeighami, and Safoura Ghodsi. "Comparison of Marginal and Internal Adaptation in Endocrowns Milled from Translucent Zirconia and Zirconium Lithium Silicate." International Journal of Dentistry 2021 (December 7, 2021): 1–9. http://dx.doi.org/10.1155/2021/1544067.

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Purpose. This study aimed to compare marginal and internal adaptation in endocrowns made from translucent zirconia and zirconium lithium silicate using CAD-CAM technology. Materials and Methods. Twenty-eight freshly extracted upper molars were mounted in acrylic resin and underwent root canal therapy and endocrown preparation up to 2 mm above the cementoenamel junction. Endocrowns were CAD-CAM milled from zirconium lithium silicate (ZLS) and translucent zirconia (Zr). Internal and marginal adaptation was assessed by the replica technique before cementation. Marginal adaptation was evaluated by

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Alqudaihi, FS, NB Cook, KE Diefenderfer, MC Bottino, and JA Platt. "Comparison of Internal Adaptation of Bulk-fill and Increment-fill Resin Composite Materials." Operative Dentistry 44, no. 1 (2019): E32—E44. http://dx.doi.org/10.2341/17-269-l.

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SUMMARY Objectives: To evaluate 1) the internal adaptation of a light-activated incremental-fill and bulk-fill resin-based composite (RBC) materials by measuring the gap between the restorative material and the tooth structure and 2) the aging effect on internal adaptation. Methods and Materials: Seventy teeth with class I cavity preparations were randomly distributed into five groups; four groups were restored with bulk-fill RBCs: Tetric EvoCeram Bulk Fill (TEC), SonicFill (SF), QuiXX Posterior Restorative (QX), and X-tra fil (XF); the fifth group was restored with incremental-fill Filtek Sup

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Blank, Juliane. "‘. . . But Is It Literature?’." European Comic Art 10, no. 1 (2017): 74–93. http://dx.doi.org/10.3167/eca.2017.100107.

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As a hybrid between ‘high’ literature and ‘trivial’ comics, graphic adaptations have been the subject of extensive debate in Germany. This article discusses the specific cultural conditions of graphic adaptation in Germany, which have been influenced by a process of emancipation from deeply rooted prejudice against comics as a medium of popular culture. To illustrate the changes brought about by the term ‘graphic novel’ around 2000, this article analyses two examples of a newer generation of graphic adaptation in detail. Flix’s Faust (2009–2010) and Drushba Pankow’s Das Fräulein von Scuderi [M

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Duffy, Jonathan. "Integrated tech: Bridging the digital literacy gap." Practice Management 32, no. 9 (2022): 18–20. http://dx.doi.org/10.12968/prma.2022.32.9.18.

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The discrepancy between technological advancement and the adaptation of technology in the NHS is vast, but the power of technology in healthcare should not be underestimated. What does a digital driven future look like?

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Berger, Klaus Peter. "Adaptation of Long-Term Contracts by International Arbitrators in the Face of Severe Economic Disruptions: Three Salient Problems." Journal of International Arbitration 37, Issue 5 (2020): 589–606. http://dx.doi.org/10.54648/joia2020028.

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For many decades, international arbitrators have gone beyond deciding traditional legal disputes and have been involved in the adaptation of long-term contracts. These contracts are particularly vulnerable to extreme and unforeseen changes of economic circumstances such as those caused by the consequences of the Coronavirus Disease 2019 (COVID-19) pandemic. However, doubts have always been raised as to whether, how, and to what extent international arbitrators may interfere with the parties’ contractual bargain. In dealing with these concerns, this article explores three essential issues. They

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Zhao, Yusheng, Junyu Luo, Xiao Luo, et al. "Attention Bootstrapping for Multi-Modal Test-Time Adaptation." Proceedings of the AAAI Conference on Artificial Intelligence 39, no. 21 (2025): 22849–57. https://doi.org/10.1609/aaai.v39i21.34446.

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Test-time adaptation aims to adapt a well-trained model to potential distribution shifts at test time using only unlabeled test data, without access to the original training data. While previous efforts mainly focus on a single modality, test-time distribution shift in the multi-modal setting is more complex and calls for new solutions. This paper tackles the problem of multi-modal test-time adaptation by proposing a novel method named Attention Bootstrapping with Principal Entropy Minimization (ABPEM). We observe that test-time distribution shift causes misalignment across modalities, leading

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Chen, Qingchao, Yang Liu, and Samuel Albanie. "Mind-the-Gap! Unsupervised Domain Adaptation for Text-Video Retrieval." Proceedings of the AAAI Conference on Artificial Intelligence 35, no. 2 (2021): 1072–80. http://dx.doi.org/10.1609/aaai.v35i2.16192.

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When can we expect a text-video retrieval system to work effectively on datasets that differ from its training domain? In this work, we investigate this question through the lens of unsupervised domain adaptation in which the objective is to match natural language queries and video content in the presence of domain shift at query-time. Such systems have significant practical applications since they are capable generalising to new data sources without requiring corresponding text annotations. We make the following contributions: (1) We propose the UDAVR (Unsupervised Domain Adaptation for Video

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Kębłowska-Ławniczak, Ewa. "Liminal hypotext‐hypertext relations in selected Shakespearean prequels, sequels and gap-fillers." Journal of Adaptation in Film & Performance 14, no. 1 (2021): 87–107. http://dx.doi.org/10.1386/jafp_00044_1.

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Liminality is inherent in the adaptation process situated ‘in-between’. Proposing the ‘biological’ concept of symbiosis, David Cowart distinguishes between the ‘host’ and the ‘guest’ text. Symbiosis as a shape-shifting concept involves a two-directional adaptation process, an ‘epistemic dialogue’, where interest is in how the later text’s meaning is produced in relation to the earlier and how the overall production of meaning is affected by the hypertext. To obliterate the lines of influence, temporal distance, privilege and importance, it is possible to conceive of the relation between hypote

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Litrico, Mattia, Sebastiano Battiato, Sotirios A. Tsaftaris, and Mario Valerio Giuffrida. "Semi-Supervised Domain Adaptation for Holistic Counting under Label Gap." Journal of Imaging 7, no. 10 (2021): 198. http://dx.doi.org/10.3390/jimaging7100198.

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This paper proposes a novel approach for semi-supervised domain adaptation for holistic regression tasks, where a DNN predicts a continuous value y∈R given an input image x. The current literature generally lacks specific domain adaptation approaches for this task, as most of them mostly focus on classification. In the context of holistic regression, most of the real-world datasets not only exhibit a covariate (or domain) shift, but also a label gap—the target dataset may contain labels not included in the source dataset (and vice versa). We propose an approach tackling both covariate and labe

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23

Voosen, Paul. "U.N. panel warns of warming’s toll and an ‘adaptation gap’." Science 375, no. 6584 (2022): 948. http://dx.doi.org/10.1126/science.adb1761.

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Doan, Anh-Dzung, Bach Long Nguyen, Surabhi Gupta, Ian Reid, Markus Wagner, and Tat-Jun Chin. "Assessing domain gap for continual domain adaptation in object detection." Computer Vision and Image Understanding 238 (January 2024): 103885. http://dx.doi.org/10.1016/j.cviu.2023.103885.

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Anand, Neil, Evan Campbell, Tracey Macgann, Joanna Kelly, and Julie Calvert. "PP298 Scottish Health Technologies Group (SHTG) Adaptations: Utilizing Other Agencies’ HTAs In Scotland." International Journal of Technology Assessment in Health Care 37, S1 (2021): 34. http://dx.doi.org/10.1017/s0266462321001501.

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IntroductionHealth Technology Assessment (HTA) is an important but time-consuming process to inform decision-making. Following requests from stakeholders in Scotland to provide advice on technologies that had recently undergone HTA in other jurisdictions, SHTG recognized a gap in their ‘product menu’. Colleagues within the SHTG team devised a mechanism through which an original HTA could be adapted for Scotland, taking into account local contextual factors.MethodsSHTG Adaptations comprise the following: i) assessment of the original HTA using the EUnetHTA HTA Adaptation Toolkit and checklist;

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Hala, Amira N., Wedad M. Etman, and Thuraia M. Geniad. "Internal and marginal adaptation of self-adhesive and flowable composite resins." Tanta Dental Journal 20, no. 4 (2023): 299–306. http://dx.doi.org/10.4103/tdj.tdj_47_23.

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Purpose This in vitro study evaluated the internal and marginal adaptability of different composite resins in class V cavities. Materials and methods Thirty human maxillary premolars were selected. Trapezoidal class V were prepared on buccal surface. Flowable, self-adhering flowable and nanohybrid composites were applied following their manufacture instructions, in groups I, II and III respectively. Specimens were subjected to 500 thermal cycles and then examined under a stereomicroscope to determine the marginal gap width. All specimens were then sectioned buccolingually into two sections to

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Chen, Minghao, Shuai Zhao, Haifeng Liu, and Deng Cai. "Adversarial-Learned Loss for Domain Adaptation." Proceedings of the AAAI Conference on Artificial Intelligence 34, no. 04 (2020): 3521–28. http://dx.doi.org/10.1609/aaai.v34i04.5757.

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Recently, remarkable progress has been made in learning transferable representation across domains. Previous works in domain adaptation are majorly based on two techniques: domain-adversarial learning and self-training. However, domain-adversarial learning only aligns feature distributions between domains but does not consider whether the target features are discriminative. On the other hand, self-training utilizes the model predictions to enhance the discrimination of target features, but it is unable to explicitly align domain distributions. In order to combine the strengths of these two met

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M., Posibia. "Adaptation Strategies of Climate Change Effect and Factors Affecting the Adaptation Choices of Large Cardamom in Sikkim." Indian Research Journal of Extension Education 22, no. 5 (2022): 155–59. http://dx.doi.org/10.54986/irjee/2022/dec_spl/155-159.

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Adaptation to climate change has become a major concern to farmers as many researchers reported the contribution of climate change to the decline of large cardamom production. The paper aims to study the adaptation strategies of climate change and factors aff ecting the adaptation choices in large cardamom in East Sikkim district. Data for the study were collected from 114 farmers through personal interview, focus group discussions and participatory rural appraisal methods. Simple random sampling technique was used for selection of the households. The study identifi ed 10 adaptation strategies

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Kayani, Taimur, Arbaayah Ali Termizi, Wan Roselezam Wan Yahya, and Ida Baizura Bahar. "Politics of Staging Capitalist Society in Transcultural Adaptations of Brecht’s The Threepenny Opera by Ajoka Theatre in Pakistan." International Journal of Applied Linguistics and English Literature 7, no. 3 (2018): 23. http://dx.doi.org/10.7575/aiac.ijalel.v.7n.3p.23.

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Brecht’s canonical literary work’s indigenization in Pakistan can offer a valuable transcultural adaptation study because it was performed through a radical theatre with a distinct dramaturgy and political philosophy in two different cultural contexts and historical frame of references. As the foremost representative of Brecht’s radical dramaturgy, philosophy and literary works in Pakistan since 1983, Ajoka theatre utilized these adaptations as a platform for airing a critique on capitalism in Pakistan. Prior researches focused on the formal criticism: visual and aural elements. No contextual

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Cotton, Matthew, and Emma Stevens. "Mapping Discourses of Climate Change Adaptation in the United Kingdom." Weather, Climate, and Society 11, no. 1 (2018): 17–32. http://dx.doi.org/10.1175/wcas-d-18-0024.1.

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Abstract The concept of adaptation is becoming part of mainstream public discourse on climate change. Yet the diversity, complexity, and novelty of the adaptation concept itself leads to interpretive flexibility, differing public understanding of (and engagement with) adaptation strategies, and hence differentiated policy responses. The boundary work of communicative practices and public understanding of the adaptation concept therefore requires empirical analysis in different cases and contexts. This study employs Q-methodology (a combined quantitative–qualitative social research method) to r

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Du, Andrew, Anh-Dzung Doan, Yee Wei Law, and Tat-Jun Chin. "Domain Adaptation for Satellite-Borne Multispectral Cloud Detection." Remote Sensing 16, no. 18 (2024): 3469. http://dx.doi.org/10.3390/rs16183469.

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The advent of satellite-borne machine learning hardware accelerators has enabled the onboard processing of payload data using machine learning techniques such as convolutional neural networks (CNNs). A notable example is using a CNN to detect the presence of clouds in the multispectral data captured on Earth observation (EO) missions, whereby only clear sky data are downlinked to conserve bandwidth. However, prior to deployment, new missions that employ new sensors will not have enough representative datasets to train a CNN model, while a model trained solely on data from previous missions wil

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Chouksey, P., NS Yadav, P. Hazari, et al. "In Vitro Evaluation of Marginal Adaptation of Polyether Ether Ketone and Zirconia Copings." Nigerian Journal of Clinical Practice 26, no. 6 (2023): 701–8. http://dx.doi.org/10.4103/njcp.njcp_701_22.

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ABSTRACT Background: Polyether ether ketone (PEEK) has emerged as a new thermoplastic material with potential applications as a restorative material. Aim: This study aimed to evaluate the marginal adaptation of PEEK copings compared to zirconia copings using field emission scanning electron microscopy. Materials and Methods: A freshly extracted maxillary central incisor was prepared for a full-coverage restoration following standard principles of tooth preparation. The tooth was sent to a laboratory for fabrication of samples using computer-aided design and manufacturing (CAD/CAM). Twenty samp

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Yikeng, Liang, and Mohd Fairuz Bin Zamani. "SANI FANTASIA: AN EXAMINATION ON YUNNAN YI CHARACTERISTICS IN PIANO MUSIC ADAPTATION." International Journal of Applied and Creative Arts 6, no. 1 (2023): 104–15. http://dx.doi.org/10.33736/ijaca.5683.2023.

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Incorporating Yunnan Yi music elements into piano compositions is a growing trend in Chinese piano music, and Yi piano adaptations serve as an important representation of Yunnan piano music’s ethnic style and development. However, a lack of systematic investigation and observation means that little research has been done on the composition of Yi piano adaptations. This presents a challenge for aspiring piano students looking to interpret the Yi characteristics of these works. This study aims to provide a systematic discourse on prior research and investigate the relevance and contribution of Y

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Tassi Junior, Paulo Afonso, Julio Cesar da Silva, Luciane Yumi Suzuki de Oliveira, Erton Massamitsu Miyasawa, Luis Eduardo Marques Padovan, and Leandro Eduardo Klüppel. "ESTUDO ANATÔMICO SOBRE A VIABILIDADE DE ADAPTAÇÃO DE UM SISTEMA DE PRÓTESE DE ATM." Revista ft 29, no. 140 (2024): 39–40. https://doi.org/10.69849/revistaft/ni10202411301339.

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Introduction: To verify the anatomical adaptation of the temporal fossa and mandibular components of stock TMJ prostheses (study objective). Methods: The study was conducted by creating the temporal fossa and mandibular components obtained from DICOM images of 10 male and 10 female patients. The images of these 20 patients were merged to create the bilateral prototype. The prototypes, made of polymeric material, were adapted to 15 dry skulls and 17 dry mandibles in the Department of Anatomy, Biological Sciences Sector, at the Polytechnic Center of UFPR. The skulls were numbered, and the gender

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Cahyadi, Afriyadi, Taufiq Marwa, József Poór, Ahmad Maulana, and Katalin Szabó. "High-Involvement Human Resource Management Practices and Employee Resilience: The Mediating Role of Employee Technology Adaptation—A Case Study of South Sumatra." Administrative Sciences 14, no. 11 (2024): 292. http://dx.doi.org/10.3390/admsci14110292.

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In the post-COVID-19 era, the need for a resilient workforce to maintain a competitive advantage has become increasingly critical. Despite advancements, there is a research gap in understanding how employee resilience is influenced by high-involvement human resource management practices and employee technology adaptation. This study addresses this gap by developing and empirically testing a mediation model linking to employee technology adaptation and resilience. Theoretical frameworks include the resource-based view, human co-adaptation, and positive organizational behavior. A cross-sectional

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Kayani, Taimur, and Arbaayah Ali Termizi. "Literary Representations of Capitalist Dictatorship in Transcultural Adaptations of Brecht’s The Resistible Rise of Arturo Ui by Ajoka Theatre in Pakistan." International Journal of Comparative Literature and Translation Studies 5, no. 1 (2017): 16. http://dx.doi.org/10.7575/aiac.ijclts.v.5n.1p.16.

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Brecht’s ‘canonical’ literary work’s indigenization in Pakistan can offer a valuable transcultural adaptation study because it was performed through a radical theatre with a distinct dramaturgy and political philosophy in two different cultural contexts and historical frame of references. As the foremost representative of Brecht’s radical dramaturgy, philosophy and literary works in Pakistan since 1983, Ajoka theatre utilized these adaptations as socio-political spaces to challenge dominant discourses on the rise of dictatorship and capitalism in Pakistan. Prior studies explored the formal ele

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Messikommer, Nico, Daniel Gehrig, Mathias Gehrig, and Davide Scaramuzza. "Bridging the Gap Between Events and Frames Through Unsupervised Domain Adaptation." IEEE Robotics and Automation Letters 7, no. 2 (2022): 3515–22. http://dx.doi.org/10.1109/lra.2022.3145053.

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Ware, Daniel, and Zsuzsa Banhalmi-Zakar. "Strategies for governments to help close the coastal adaptation funding gap." Ocean & Coastal Management 198 (December 2020): 105223. http://dx.doi.org/10.1016/j.ocecoaman.2020.105223.

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Gao, Li, Lefei Zhang, and Qian Zhang. "Addressing Domain Gap via Content Invariant Representation for Semantic Segmentation." Proceedings of the AAAI Conference on Artificial Intelligence 35, no. 9 (2021): 7528–36. http://dx.doi.org/10.1609/aaai.v35i9.16922.

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The problem of unsupervised domain adaptation in semantic segmentation is a major challenge for numerous computer vision tasks because acquiring pixel-level labels is time-consuming with expensive human labor. A large gap exists among data distributions in different domains, which will cause severe performance loss when a model trained with synthetic data is generalized to real data. Hence, we propose a novel domain adaptation approach, called Content Invariant Representation Network, to narrow the domain gap between the source (S) and target (T) domains. The previous works developed a network

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Seah, Melody, Ming-Huei Hsieh, and Hsiu-Ying Huang. "Leader driven organizational adaptation." Management Decision 52, no. 8 (2014): 1410–32. http://dx.doi.org/10.1108/md-07-2013-0380.

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Purpose – Earlier research has identified adaptive leadership strategies and organizational culture as two key factors that influence a firm's adaptive capabilities. However, little is known about how leadership and organizational culture affect each other. Nor do the authors know how the combined effects of adaptive leadership and culture facilitates organizational adaptation over time. The purpose of this paper is to address this gap by using a co-evolutionary perspective to enhance the understanding of this phenomenon. Design/methodology/approach – Data were collected through informant inte

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Saab, Rafaella Caramori, Leonardo Fernandes da Cunha, Carla Castiglia Gonzaga, Amanda Mahammad Mushashe, and Gisele Maria Correr. "Micro-CT Analysis of Y-TZP Copings Made by Different CAD/CAM Systems: Marginal and Internal Fit." International Journal of Dentistry 2018 (September 5, 2018): 1–4. http://dx.doi.org/10.1155/2018/5189767.

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Purpose. The aim of the study was to measure the marginal and internal adaptation (MIA) of zirconia copings, made of 4 ceramic systems for CAD/CAM, using microcomputed tomography (micro-CT) technology. Material and Methods. Two identical stainless steel models were used, representing a preparation for full ceramic crown on a lower molar. The master models were then scanned for the production of copings from specific yttrium oxide partially stabilized tetragonal zirconia polycrystal ceramic blocks of each system (n=10): Cerec/inCoris Zi, Sirona; Cercon/Cercon base, Dentsply; Ceramill/Ceramill Z

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Recep, Kara. "Effects of Different Sintering Times on The Adaptation of Monolithic Zirconia Crowns." Journal of Health and Medical Sciences 3, no. 4 (2020): 449–56. https://doi.org/10.31014/aior.1994.03.04.139.

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  Changes to heat and time during the sintering process, which is one of the most critical stages in the production of monolithic zirconia crown restoration, can affect the physical properties of the material. The study was examined the effect of change in sintering time on the adaptation of monolithic zirconia crowns. Sixty monolithic crowns in upper first molar tooth form were produced from Y-TZP semi-sintered different blocks. Samples were divided into three groups according to brands and two subgroups according to sintering time (n=10). Marginal and internal gaps were photographed wit

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Shanklin, Roslyn, Philip Kortum, and Claudia Ziegler Acemyan. "Adaptation of Heuristic Evaluations for the Physical Environment." Proceedings of the Human Factors and Ergonomics Society Annual Meeting 64, no. 1 (2020): 1135–39. http://dx.doi.org/10.1177/1071181320641272.

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Previous work has investigated the need for domain specific heuristics. Nielsen’s ten heuristics offer a general list of principles, but those principles may not capture usability issues specific to a given interface. Studies have demonstrated methods to establish a domain specific heuristic set, but very little research has been conducted on interfaces in the physical environment, creating a gap in the state-of-the-art. The research described in this paper aims to address this gap by developing an environmental heuristic set; the heuristic set was developed specifically for the Houston light

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Desforges, Bénédicte, Philippe Savarin, Ouissame Bounedjah, et al. "Gap junctions favor normal rat kidney epithelial cell adaptation to chronic hypertonicity." American Journal of Physiology-Cell Physiology 301, no. 3 (2011): C705—C716. http://dx.doi.org/10.1152/ajpcell.00128.2011.

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Upon hypertonic stress most often resulting from high salinity, cells need to balance their osmotic pressure by accumulating neutral osmolytes called compatible osmolytes like betaine, myo-inositol, and taurine. However, the massive uptake of compatible osmolytes is a slow process compared with other defense mechanisms related to oxidative or heat stress. This is especially critical for cycling cells as they have to double their volume while keeping a hospitable intracellular environment for the molecular machineries. Here we propose that clustered cells can accelerate the supply of compatible

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Wang, Meng, and Jiawei Fu. "A Triple Adversary Network Driven by Hybrid High-Order Attention for Domain Adaptation." Electronics 9, no. 12 (2020): 2121. http://dx.doi.org/10.3390/electronics9122121.

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How to bridge the knowledge gap between the annotated source domain and the unlabeled target domain is a basic challenge to domain adaptation. The existing approaches can relieve this gap by feature alignments across domains; however, aligning non-transferable features may lead to negative shift confusing the knowledge learning on target domains. In this paper, a triple adversary network is proposed on the basis of a high-order attention, hopefully to solve the problem. The proposed architecture focuses on the detailed feature alignment by a hybrid high-order attention using a fast iteration a

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Zhang, Junbo, Shifeng Xu, Jun Sun, Dinghua Ou, Xiaobo Wu, and Mantao Wang. "Unsupervised Adversarial Domain Adaptation for Agricultural Land Extraction of Remote Sensing Images." Remote Sensing 14, no. 24 (2022): 6298. http://dx.doi.org/10.3390/rs14246298.

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Agricultural land extraction is an essential technical means to promote sustainable agricultural development and modernization research. Existing supervised algorithms rely on many finely annotated remote-sensing images, which is both time-consuming and expensive. One way to reduce the annotation cost approach is to migrate models trained on existing annotated data (source domain) to unannotated data (target domain). However, model generalization capability is often unsatisfactory due to the limit of the domain gap. In this work, we use an unsupervised adversarial domain adaptation method to t

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Md Haseen Akhtar and Thomas Cochrane. "Biometric-Driven Adaptation in Healthcare Simulation." Pacific Journal of Technology Enhanced Learning 7, no. 2 (2025): 14–16. https://doi.org/10.24135/pjtel.v7i2.213.

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Extended Reality (XR) encompasses Virtual Reality (VR), Augmented Reality (AR), and Mixed Reality (MR), blending the physical and digital worlds to create immersive experiences. Healthcare simulation has evolved significantly with XR technologies, yet a critical gap exists between technical skill development and emotional resilience training. This overview of literature synthesizes current implementation on biometric-driven adaptation in healthcare simulation, highlighting opportunities for innovation through the integration of physiological monitoring with adaptive learning environments. The

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Kaczor-Wiankowska, Kinga, Adam K. Puszkarz, Mirona Palczewska-Komsa, et al. "Internal Adaptation of Composite Fillings Made Using Universal Adhesives—A Micro-Computed Tomography Analysis." Materials 17, no. 3 (2024): 636. http://dx.doi.org/10.3390/ma17030636.

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This study aimed to evaluate internal tooth–filling interfaces of composite fillings made using universal adhesives using micro-computed tomography (µCT). Sixty class V cavities were randomly assigned into six groups: Peak Universal etch and rinse (PER), Peak Universal self-etch (PSE), Adhese Universal etch and rinse (AER), and Adhese Universal self-etch (ASE). Two further adhesives considered gold standards were used as control groups: OptiBond FL (OER) for the etch and rinse technique and Clearfil SE for the self-etch technique (CSE). All teeth were subjected to thermomechanical loading and

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Acharya, D., and K. Khoshelham. "REVERSE DOMAIN ADAPTATION FOR INDOOR CAMERA POSE REGRESSION." ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences X-1/W1-2023 (December 5, 2023): 453–60. http://dx.doi.org/10.5194/isprs-annals-x-1-w1-2023-453-2023.

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Abstract. Synthetic images have been used to mitigate the scarcity of annotated data for training deep learning approaches, followed by domain adaptation that reduces the gap between synthetic and real images. One such approach is using Generative Adversarial Networks (GANs) such as CycleGAN to bridge the domain gap where the synthetic images are translated into real-looking synthetic images that are used to train the deep learning models. In this article, we explore the less intuitive alternate strategy for domain adaption in the reverse direction; i.e., real-to-synthetic adaptation. We train

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Pecheva, Aleksandra, Kostadin Georgiev, Snezhana Tsanova, and Ralitsa Raycheva. "A Comparative In Vitro Study Evaluating the Marginal Adaptation of Zirconium Computer-Aided Design/Computer-Aided Manufacture and Press-ceramic Veneers." Folia Medica 62, no. 3 (2020): 546–52. http://dx.doi.org/10.3897/folmed.62.e49708.

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Introduction: One method to evaluate the clinical success of cemented restorations is measuring the marginal adaptation. There is a correlation between the fitting of the restoration and problems caused by clinically undetectable passage of bacteria between the tooth structure and the veneer. Aim: To evaluate in comparison the marginal adaptation of veneers produced via CAD/CAM and press technique. Materials and methods: 32 extracted incisors are divided into two equal-number groups (n=16) according to the production technique &ndash; CAD/CAM zirconium veneers and press-ceramic veneers. Cu

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