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  • Truncated Rayleigh model better fits [0,1]-bounded lifetime data

    What the study found

    The paper presents a new right-truncated [0,1] exponential Rayleigh distribution for lifetime data. The authors report that it can model data restricted to the interval [0,1] with improved fit and more precision than the traditional continuous models they compared it with.

    Why the authors say this matters

    The authors conclude that the distribution offers a new framework for handling data constrained to [0,1], which the study suggests is useful for lifespan and reliability data. They also state that the normalization process changes the shape, center, and width of the original distribution, as reflected in the expected value, standard deviation, and other properties.

    What the researchers tested

    The researchers introduced a two-parameter distribution with one scale parameter and one shape parameter. They derived its cumulative distribution, probability density, survival, and hazard functions, and discussed properties such as the median, moments, skewness, kurtosis, order statistics, moment generating function, Rényi entropy, and quantile function.

    What worked and what didn't

    According to the abstract, the new model frequently produced a better fit when compared with other continuous distributions using statistical information criteria. It was also applied to real datasets, where it showed more modeling precision for lifespan and reliability data.

    What to keep in mind

    The abstract does not describe the specific datasets, the exact comparison models, or the detailed numerical results. Limitations are not described in the available summary.

    • A new right-truncated [0,1] exponential Rayleigh distribution was introduced.
    • The model has two parameters: one scale parameter and one shape parameter.
    • The authors report better fit and more modeling precision than traditional continuous distributions in their comparisons.
    • The distribution was applied to real datasets for lifespan and reliability data.
    • The abstract says normalization changes the original distribution's shape, center, and width.

  • Ancient DNA relatedness methods vary in reliability

    What the study found

    The study found that the reliability of ancient DNA relatedness estimation methods cannot be predicted from sample coverage alone. The authors report that method performance may be affected by multiple sources of bias.

    Why the authors say this matters

    The authors say this matters because these methods are often used to reconstruct genealogies in archaeological funerary contexts. They conclude that users need to consider method-specific strengths and limitations when interpreting results.

    What the researchers tested

    The researchers compared six ancient DNA relatedness estimation methods. They used a benchmark called BADGER, an automated pipeline that simulates pedigrees using randomly selected present-day individuals from the 1000 Genomes dataset and then generates raw ancient DNA sequence data for each person in the simulated family trees.

    What worked and what didn't

    The study examined performance across five factors: sample coverage, post-mortem damage correction methods, human contamination, genetic diversity, and inbreeding. The abstract says the benchmark allowed the authors to discuss individual strengths and limitations, but it does not provide a method-by-method ranking or detailed quantitative results in the available summary.

    What to keep in mind

    The abstract does not give the specific results for each of the six methods. It also does not describe the full range of limitations beyond noting that reliability may be influenced by several biases.

    • Six ancient DNA relatedness estimation methods were compared.
    • BADGER was created to simulate pedigrees and ancient DNA sequence data for benchmarking.
    • Performance was tested across sample coverage, damage correction, contamination, genetic diversity, and inbreeding.
    • Reliability could not be predicted from sample coverage alone.
    • The abstract says multiple sources of bias can affect method reliability.

  • Donor age affects younger liver transplant recipients more

    What the study found

    The study found that donor age has a stronger negative association with liver transplant outcomes in younger recipients than in older ones. Older recipients appeared to tolerate older donor livers with less impact on survival.

    Why the authors say this matters

    The authors conclude that these findings support more age-conscious organ allocation strategies and provide thresholds that may help guide donor-recipient matching in liver transplantation. They present donor-recipient age matching as relevant because donor and recipient populations are aging.

    What the researchers tested

    The researchers analyzed adult and pediatric liver transplant recipients in the U.S. from 2011 to 2021. They examined donor and recipient characteristics, time trends, and allocation patterns, and used multivariable Cox models to assess donor age across recipient age groups for patient survival, graft survival, and death-censored graft survival.

    What worked and what didn't

    The cohort included 57,142 liver transplant recipients, with a median age of 57 years, and donors with a mean age of 41.1 years. From 2011 to 2021, mean donor and recipient age increased modestly but significantly, and five-year patient and graft survival declined as donor age increased, especially among younger recipients. Donor age over 45 years was linked to higher mortality and graft failure in recipients 35 years old or younger, while outcomes in recipients 65 years old or older were largely unaffected; death-censored analyses showed similar trends, and the donor-recipient age interaction was statistically significant across all outcomes.

    What to keep in mind

    The summary does not describe limitations in detail beyond the study being based on U.S. transplant data from 2011 to 2021. The findings are reported as associations from modeled analyses rather than as a direct test of changing allocation policy.

    • The study found a significant donor-recipient age interaction for all measured outcomes.
    • Donor age over 45 years was associated with worse survival and graft outcomes in recipients 35 years old or younger.
    • Recipients 65 years old or older were largely unaffected by donor age.
    • Five-year patient and graft survival declined as donor age increased, especially in younger recipients.
    • Mean donor and recipient age both increased modestly but significantly from 2011 to 2021.

  • Early 2020s methane surge linked to OH and wetland emissions

    What the study found

    The study found that the rise in atmospheric methane after 2019 was explained mainly by changes in hydroxyl radicals, which are reactive molecules that help remove methane from the atmosphere. The remaining changes were linked to emissions from wetlands and inland waters.

    Why the authors say this matters

    The authors conclude that understanding both atmospheric chemistry and natural emissions is important for explaining recent changes in methane growth rates. The findings indicate that changes in these factors were associated with the surge and later decline in atmospheric methane growth.

    What the researchers tested

    The researchers used multiple atmospheric inversions, which are models that estimate emissions from atmospheric observations, together with prescribed hydroxyl radical fields from observations and models and methane atmospheric data. They examined year-on-year changes in methane growth from 2019 to 2023.

    What worked and what didn't

    A drop in hydroxyl radicals in 2020–2021, followed by recovery in 2022–2023, accounted for 83% of the year-to-year variation in methane growth rate. Wetland and inland water emissions increased between 2019 and 2020–2022 by 8.6 ± 2.6 TgCH4 per year, then decreased between 2022 and 2023 by 9.9 ± 3.3 TgCH4 per year.

    What to keep in mind

    The abstract does not describe uncertainties beyond the stated emission estimates, nor does it provide detailed limitations. It also focuses on the 2019–2023 period and on the regions highlighted in the summary.

    • Atmospheric methane growth peaked at 16.2 ppb per year in 2020 and fell to 8.6 ppb per year in 2023.
    • A decline in hydroxyl radicals in 2020–2021 explained 83% of the year-on-year methane growth changes.
    • Wetland and inland water emissions rose from 2019 to 2020–2022, then declined from 2022 to 2023.
    • Most emission changes occurred in northern tropical wetlands in Africa and Asia.
    • South American wetland emissions declined, while Arctic emissions increased after 2019.

  • Photoredox method enables deoxytrifluoromethoxylation of phenols

    What the study found

    The study reports a photoredox strategy for deoxytrifluoromethoxylation of phenols, meaning the replacement of an oxygen-linked group in phenols with a trifluoromethoxy group. The authors say the method works under mild conditions, applies to a range of phenolic substrates, and shows excellent selectivity among multiple carbon-oxygen bonds.

    Why the authors say this matters

    The authors conclude that using organic photoredox catalysts allows the reaction to proceed under mild conditions. The study suggests this approach is broadly applicable to phenolic substrates and can distinguish among multiple carbon-oxygen bonds with high selectivity.

    What the researchers tested

    The researchers developed a photoredox approach using organic photoredox catalysts. They used the tendency of the OCF3 anion to decompose into difluorophosgene, which then reacts in situ with phenol to form an aryl carbonofluoridate and lower the bond energy of the Csp2-O bond.

    What worked and what didn't

    According to the abstract, the strategy successfully enabled deoxytrifluoromethoxylation of phenols. It was described as mild, broadly applicable to various phenolic substrates, and highly selective among multiple C-O bonds. The abstract does not describe any failed substrates, side reactions, or comparative limitations.

    What to keep in mind

    The available summary does not provide details on yields, substrate scope limits, reaction times, or specific examples. Limitations are not described in the abstract.

    • The article reports a photoredox strategy for deoxytrifluoromethoxylation of phenols.
    • Organic photoredox catalysts were used to run the method under mild conditions.
    • The approach is described as broadly applicable to various phenolic substrates.
    • The authors say the method shows excellent selectivity among multiple C-O bonds.
    • The abstract does not describe specific limitations or failed cases.

  • EU green industrial policy relies on off-balance-sheet finance

    What the study found

    The article argues that European green industrial policy is increasingly shaped by off-balance-sheet financial instruments, which let governments support investment without formally increasing public debt. It also argues that this kind of policy depends on "techno-political coalitions," meaning alliances that combine technical expertise and political influence to work through fiscal and statistical rules.

    Why the authors say this matters

    The authors conclude that industrial policy is not only about directing public investment, but also about managing liabilities within strict fiscal constraints. The study suggests that this expands the idea of fiscal capacity beyond taxation and spending.

    What the researchers tested

    The article examines how fiscal constraints influence contemporary industrial policy, with a focus on European efforts to encourage green growth and sustainability. It uses energy performance contracts as a case study, describing them as creative instruments that enable off-balance-sheet financing for building renovations.

    What worked and what didn't

    The article says these off-balance-sheet policies can broaden the scope of fiscal capacity under strict fiscal rules. It also states that successful design requires intricate technical work and depends on forming techno-political coalitions, but it does not provide comparative evidence about which approaches work better than others.

    What to keep in mind

    The abstract does not describe detailed findings from the case study beyond its role as an example. It also does not provide limitations, quantitative results, or a comparison across different countries or policy tools.

    • European governments are using off-balance-sheet instruments to support investment without formally increasing public debt.
    • The article argues that these policies require techno-political coalitions that combine expertise and political influence.
    • Energy performance contracts are presented as a case study of off-balance-sheet financing for building renovations.
    • The study suggests fiscal capacity can extend beyond taxation and spending to include liability management.
    • The abstract does not report comparative results or detailed limitations.

  • Article outlines principles for teaching integration in ITD education

    What the study found

    The authors report that integrative teaching and learning in inter- and transdisciplinary (ITD) higher education can be organized around specific competencies, competence-oriented learning objectives, and related teaching and learning activities. They also present first lessons learned from applying these ideas in a master's course at ETH Zurich.

    Why the authors say this matters

    The authors say this matters because integration across science, policy, and practice is described as central to the success or failure of ITD projects or programs. The study suggests that training students in integration may help prepare future leaders and team members for this work.

    What the researchers tested

    The authors combined conceptual insights from studying integration with empirical insights from leading and engaging in integration in ITD projects or programs. They used these ideas to derive principles for designing and implementing integrative teaching and learning, then applied them in the MSc course "Integration in Science, Policy and Practice: Inter- and Transdisciplinary Concepts, Methods, Tools" at ETH Zurich in Switzerland.

    What worked and what didn't

    The article says the authors defined method- and subject-specific competencies, as well as social and personal competencies, in integration. They then operationalized these through learning objectives, outlined teaching and learning activities, and discussed learning outcomes and first lessons learned. The abstract does not report detailed failures or comparative test results.

    What to keep in mind

    The abstract provides only first lessons learned and does not give detailed outcome data or evaluation results. It also does not describe limitations beyond noting that few studies have addressed how to train integration in ITD higher education.

    • The article focuses on teaching integration across science, policy, and practice in ITD higher education.
    • The authors propose using competencies and competence-oriented learning objectives to guide course design.
    • Their example is an MSc course at ETH Zurich on inter- and transdisciplinary concepts, methods, and tools.
    • The abstract says integration is widely seen as central to the success or failure of ITD projects or programs.
    • The paper reports first lessons learned, but not detailed evaluation results.

  • Mobile-assisted experiments increased interest but not performance

    What the study found

    The study found that students had very high interest in mobile-assisted projectile motion experiments, but their academic performance was generally low. The relationship between interest and performance was very weak.

    Why the authors say this matters

    The authors conclude that mobile-assisted experiments can increase student engagement and motivation, but interest alone does not guarantee academic success. They suggest that engaging strategies should be paired with strong instructional scaffolding to support conceptual understanding.

    What the researchers tested

    The researchers used a descriptive-correlational design with 34 first-year Industrial Engineering students taking Physics for Engineers at Foundation University during the second semester of the 2024–2025 school year. Students did projectile motion experiments using mobile applications, a self-made experiment guide, and a projectile launcher, then completed a 40-item performance test and an interest questionnaire.

    What worked and what didn't

    Interest in the mobile-assisted experiments was rated very high, with an overall mean of 4.53, suggesting strong agreement that the approach made physics more engaging, enjoyable, and relevant. Performance was low, with a mean score of 72.6 in the “Did Not Meet Expectations” category, and 47.06% of students scored below the passing mark. The correlation between interest and performance was very weak (rs = 0.041).

    What to keep in mind

    The study involved only 34 students from one course at one university, so the findings are limited to that group. The abstract does not describe additional limitations beyond the scope of the sample and design.

    • Students reported very high interest in the mobile-assisted projectile motion experiments.
    • Academic performance was generally low, with a mean score of 72.6.
    • Nearly half of the students, 47.06%, scored below the passing mark.
    • Interest and performance were only very weakly related (rs = 0.041).
    • The authors say engaging activities should be paired with instructional scaffolding.

  • Aceh oral tradition preserves a different Gajah Mada narrative

    What the study found

    The study found that the people of Tamiang in Aceh remember the Majapahit Kingdom and Patih Gajah Mada differently from the commonly accepted account. Their oral tradition includes different versions of Gajah Mada’s existence and death, shaped by local collective memory.

    Why the authors say this matters

    The authors conclude that socio-cultural and political context can shape how a story is remembered and passed down. They suggest that further research on connections between ancient kingdoms in the region is needed to better understand the relationship between Indonesia’s historical and ethnographic landscapes.

    What the researchers tested

    The researchers examined how the Majapahit story is reproduced in the collective memory of Aceh’s Tamiang people as recorded in oral tradition. They compared these local narratives with the commonly accepted version of events associated with Java, where Majapahit was centered.

    What worked and what didn't

    The study reports that local memory in Tamiang includes different accounts of Gajah Mada’s existence and death. It also notes that historical artifacts and details such as place names and object names helped reproduce contextualized local narratives that differ from the dominant narrative.

    What to keep in mind

    The abstract does not describe the full methods, sample size, or specific oral-tradition sources used. It also does not provide detailed evidence for each local account beyond noting that the study found differing versions in this locality.

    • Aceh’s Tamiang people preserve oral accounts of Majapahit and Gajah Mada that differ from the dominant version.
    • The local narrative includes different accounts of Gajah Mada’s existence and death.
    • The authors say socio-cultural and political context can shape how narratives are remembered and transmitted.
    • Historical artifacts and place or object names are described as part of how these local narratives were reproduced.
    • The authors suggest more research on connections between ancient kingdoms in the region.

  • Highway use was linked to different mammal responses in a conservation reserve

    What the study found

    The study found that a highway through a conservation reserve was associated with different responses among native medium-sized mammals. The strongest occupancy change was seen in the vulnerable parma wallaby, while some species showed small detection changes and one species was detected more often near the highway.

    Why the authors say this matters

    The authors conclude that an occupancy approach can be used to investigate wildlife responses to roads. The study suggests that further work is needed to better understand whether major roads through conservation reserves have an adverse influence on wildlife populations.

    What the researchers tested

    The researchers asked whether eight species of native mammals were influenced by a highway through a conservation reserve in north-east New South Wales, Australia. They used camera-trapping over 17 months at sites along the highway and at sites 0.5-10 km away along service roads through adjoining forest.

    What worked and what didn't

    Evidence for a highway response based on occupancy was strongest for the vulnerable parma wallaby, with occupancy rising from 0.5 at highway sites to 0.96 at sites more than 3 km into the forest interior. For the vulnerable long-nosed potoroo and the swamp wallaby, detection increased by 10% from the highway to the forest interior, but season or recent wildfire caused greater variation in detection. The mountain brushtail possum was detected more often near the highway than in the forest interior, and the endangered spotted-tailed quoll was detected at 80% of sites but too infrequently to assess its response well.

    What to keep in mind

    The abstract reports that some species were detected too infrequently to fully assess their response, including the spotted-tailed quoll. The available summary does not describe other limitations beyond the need for further studies.

    • The study examined eight native mammal species near a highway in a conservation reserve.
    • Parma wallaby occupancy increased from highway sites to forest-interior sites.
    • Long-nosed potoroo and swamp wallaby detection was slightly higher farther from the highway.
    • Mountain brushtail possum detection was higher near the highway than in the forest interior.
    • Spotted-tailed quolls were detected at many sites, but not often enough for a clear highway response.