No consensus yet exists on how to handle incidental fnd-ings in human subjects research. Yet empirical studies document IFs in a wide range of research studies, where IFs are fndings beyond the aims of the study that are of potential health or reproductive importance to the individual research participant. This paper reports recommendations of a two-year project group funded by NIH to study how to manage IFs in genetic and genomic research, as well as imaging research. We conclude that researchers (...) have an obligation to address the possibility of discovering IFs in their protocol and communications with the IRB, and in their consent forms and communications with research participants. Researchers should establish a pathway for handling IFs and communicate that to the IRB and research participants. We recommend a pathway and categorize IFs into those that must be disclosed to research participants, those that may be disclosed, and those that should not be disclosed. (shrink)

Motivated by disparities in gun violence, sharp increases in gun ownership, and a changing gun policy landscape, we conducted a nationally representative survey of U.S. adults (n=2,778) in 2021 to compare safety-related views of white, Black, and Hispanic gun owners and non-owners. Black gun owners were most aware of homicide disparities and least expecting of personal safety improvements from gun ownership or more permissive gun carrying. Non-owner views differed. Health equity and policy opportunities are discussed.

The tourism industry is one of the largest industries in the world, and despite recent events that have made its operating environment more complex, the industry continues to grow [Theobald, 2005, Global Tourism, 3rd edn., Butterworth-Heinemann/Elsevier]. Commensurate to the size of the industry is a growth in the number of students pursuing degree courses in tourism around the world. Despite an increasingly sophisticated literature, the relative recency of the industry and its study has meant little attention has been paid in (...) the ethics literature to the dilemmas facing tourism managers and its students. Based on interviews with senior members of the tourism industry six scenarios are developed with pertinence to the challenges faced by industry practitioners today. This paper then applies the Multidimensional Ethics Scale [Reidenbach and Robin, 1990, Journal of Business Ethics, 9, 639–653] to tourism students at three prominent universities in the U.K., Canada and Australia. In total, 438 responses are achieved. The results have importance for the instruction of tourism students for the future, but also in informing decisions about the tools tourism destinations can effectively employ to control the future direction of the industry. (shrink)

The rapid rise of international collaborative science has enabled access to genomic data. In this article, it is argued that to move beyond mapping genomic variation to understanding its role in complex disease aetiology and treatment will require extending data sharing for the purposes of clinical research translation and implementation.

Cecropids, grammatically masculine in one case and feminine in the other, occur in each of these pieces of poetry. I believe that the second passage can shed some light on the meaning of the term as it is used in the fragment from the Antiope of Eubulus. The question of the significance of the Cecropids in Eubulus has previously been discussed by E. K. Borthwick. A. B. Cook, noting the similarity of κερκώπη to the name of Cecrops and seeing their (...) associations with dew as a link between the insects and the names of Cecrops' daughters, had posited a connection between the autochthonous Athenian family of Cecrops and the earth-born cicadas, those symbols of Athenian autochthony. Borthwick applied Cook's theory to the passage from Eubulus and concluded that when the poet mentions the Cecropids that feed on the breezes he is alluding to the musical cicadas, who were believed to subsist on dew and/or air. It was this latter feature of their diet, Borthwick proposed, that inspired the last line of the fragment. (shrink)

BackgroundThe increased risk of developing attention-deficit hyperactivity disorder (ADHD) in extremely preterm infants is well-documented. Better understanding of perinatal risk factors, particularly those that are modifiable, can inform prevention efforts.MethodsWe examined data from the Extremely Low Gestational Age Newborns (ELGAN) Study. Participants were screened for ADHD at age 10 with the Child Symptom Inventory-4 (N = 734) and assessed at age 15 with a structured diagnostic interview (MINI-KID) to evaluate for the diagnosis of ADHD (N = 575). We studied associations (...) of pre-pregnancy maternal body mass index (BMI), pregestational and/or gestational diabetes, maternal smoking during pregnancy (MSDP), and hypertensive disorders of pregnancy (HDP) with 10-year and 15-year ADHD outcomes. Relative risks were calculated using Poisson regression models with robust error variance, adjusted for maternal age, maternal educational status, use of food stamps, public insurance status, marital status at birth, and family history of ADHD. We defined ADHD as a positive screen on the CSI-4 at age 10 and/or meeting DSM-5 criteria at age 15 on the MINI-KID. We evaluated the robustness of the associations to broadening or restricting the definition of ADHD. We limited the analysis to individuals with IQ ≥ 70 to decrease confounding by cognitive functioning. We evaluated interactions between maternal BMI and diabetes status. We assessed for mediation of risk increase by alterations in inflammatory or neurotrophic protein levels in the first week of life.ResultsElevated maternal BMI and maternal diabetes were each associated with a 55–65% increase in risk of ADHD, with evidence of both additive and multiplicative interactions between the two exposures. MSDP and HDP were not associated with the risk of ADHD outcomes. There was some evidence for association of ADHD outcomes with high levels of inflammatory proteins or moderate levels of neurotrophic proteins, but there was no evidence that these mediated the risk associated with maternal BMI or diabetes.ConclusionContrary to previous population-based studies, MSDP and HDP did not predict ADHD outcomes in this extremely preterm cohort, but elevated maternal pre-pregnancy BMI, maternal diabetes, and perinatal inflammatory markers were associated with increased risk of ADHD at age 10 and/or 15, with positive interaction between pre-pregnancy BMI and maternal diabetes. (shrink)

Several scholars have claimed that small-scale agriculture in which farmers sell goods to the local market has the potential to strengthen social ties and a sense of community, a phenomenon referred to as “civic agriculture.” Proponents see promise in the increase in the number of community supported agriculture programs, farmers markets, and other locally orientated distribution systems as well as the growing interest among consumers for buying locally produced goods. Yet others have suggested that these novel or reborn distribution mechanisms (...) are still primarily means of instrumental economic exchange and that optimistic characterizations of a renewed sense of community emerging from these practices are unfounded. This study provides an empirical assessment of the extent to which these community-based agriculture markets are associated with connection to community, volunteerism, and civic and political activities. In order to assess the relationship between civic agriculture and community engagement, we surveyed over 1,300 people in the Mid-Hudson region of New York State. The study design includes “civic agriculture participants” as the unit of analysis, defined as CSA farm members, shoppers at independent health food stores, and farmers market patrons. For comparison, a telephone survey of randomly selected residents of the region’s general population was also conducted. Unlike studies that focus solely on the perceptions of certain civic agriculture participants, by comparing the perceptions and behaviors of those engaged in a range of civic agriculture practices, we are able to identify the effects of different forms of participation. The results demonstrate higher levels of voluntarism and engagement in local politics among civic agriculture participants relative to the general population. In addition, we found variation among those engaged in different forms of civic agriculture, with those immersed in more socially embedded forms of exchange demonstrating greater community and political involvement. These findings lend empirical support to the civic agriculture thesis. (shrink)

Books Reviewed in this Article: Reason, Truth and History. By Hilary Putnam. Pp.xii, 222, Cambridge University Press, 1982, £15.00 , £4.95 . Fundamentals of philosophy. By David Stewart and H. Gene Blocker. Pp.xiii, 378, New York, Macmillan, 1982, £12.95. Modern Philosophy: An Introduction. By A.R. Lacey. Pp.vii, 246, London and Boston, Routledge & Kegan Paul, 1982, £7.95 , £3.95 . Merleau‐Ponty's Philosophy. By Samuel B. Mallin. Pp.xi, 302, New Haven and London, Yale University Press, 1979, £14.20. Thought and Object: Essays (...) on Intentionality. Edited by Andrew Woodfield. Pp.xvi, 316, Oxford, Clarendon Pressl Oxford University Press, 1982, £16.00. Philosophical Ethics: An Introduction to Moral Philosophy. By Tom L. Beauchamp. Pp.xv, 396, New York & London, McGraw‐Hill, 1982, £14.25. The Limits of Obligation. By James S. Fishkin. Pp.viii, 184, New Haven and London, Yale University Press, 1982, £12.95. Religion and the One: Philosophies East and West. By Frederick Copleston. Pp.281, London, Search Press, 1982, £10.50. Religious Experience and Christian Faith. By F.W. Dillistone. Pp.viii, 120. London, SCM Press, 1982, £4.95. Exploring Inner Space: Scientists and Religious Experience. By David Hay. Pp.256, Harmondsworth, Penguin Books, 1982, £2.95. Judaism and Psychoanalysis. Edited by Mortimer Ostrow. Pp.ix, 305, New York, Ktav, 1982, $20.00. Ecclesial Reflection: An Anatomy of Theological Method. By Edward Farley. Pp.xix, 380, Philadelphia, Fortress Press, 1982, $29.95. The Pastoral Nature of the Ministry. By Frank Wright. Pp.89, London, SCM Press, 1980, £2.50. Power and Authority in the Catholic Church. By Charles Dahm in collaboration with Robert Ghelardi. Pp.xviii, 334, Notre Dame, University of Notre Dame Press, 1981, £12.35. Religion in Sociological Perspective. By Bryan Wilson. Pp.vii. 187, Oxford University Press, 1982, £8.50. Myth, Religion and Society: Structuralist Essays. By M. Detienne, L. Gernet, J.‐P. Vernant and P. Vidal‐Naquet. Pp.xviii, 306, Cambridge University Press, 1981, £20.00 , £6.95 . Seven Theories of Human Society. By Tom Campbell. Pp.244, Oxford, Clarendon Press: Oxford University Press, 1981, £10.00. The Aims of Education Restated. By John White. Pp.xi, 177, London, Routledge & Kegan Paul, 1982, £8.95 , £4.95 . Love and Meaning in Religious Education: An Incarnational Approach to Teaching Christianity. By D.J. O'Leary and T. Sallnow. Pp.147, Oxford University Press, 1982, £3.50. Servant and Son: Jesus in Parable and Gospel. By J. Ramsey Michaels. Pp.xiii, 323, Atlanta, John Knox Press, 1981, £7.80. Parables for Now. By Edmund Flood. Pp.98, London, Darton, Longman and Todd, 1981, £2.50. More Parables for Now. By Edmund Flood. Pp.102, London, Darton, Longman and Todd, 1981, £2.50. Councils and Synods: With other Documents relating to the English Church, Vol.1 , A.D. 871–1204. Edited by D. Whitelock, M. Brett and C.N. Brooke. Pp.1 xxix, xii, 1151, Oxford University Press, 1981, £65.00. The Architectural History of Canterbury Cathedral. By Francis Woodman. Pp.xviii, 282, London, Routledge and Kegan Paul, 1981, £35.00. The Correspondence of Erasmus, Volume VI. Translated by R.A.B. Mynors and D.F.S. Thomson, annotated by Peter G. Bietenholz. Pp.xxii, 448, Toronto, University of Toronto Press, 1982, £56.25. Erasme: Vie de Jean Vitrier et de John Colet. Edited by Andrd Godin. Pp.160, Angers, Editions Moreana, 1982, $7.00. Erasme, lecteur d'Origène. By André Godin. Pp.ix, 724, Geneva, Librairie Droz, 1982, no price given. Thomas More: history and providence. By Alistair Fox. Pp.xi, 271, Oxford, Basil Blackwell, 1982, no price given. Thomas More: Essays on the Icon. Edited by D. Grace and B. Byron. Pp.129, Melbourne, Dove Communications, 1980, no price given. The Cambridge Connection and the Elizabethan Settlement of 1559. By W.S. Hudson. Pp.x, 158, Durham , Duke University Press, 1980, $14.75. Faith by Statute: Parliament and the Settlement of Religion, 1559. By Norman L. Jones. Pp.viii, 245 , London, Royal Historical Society, 1982, £17.52. Richard Hooker and the Politics of a Christian England. By Robert K. Faulkner. Pp.x, 190, Berkeley, University of California Press, 1981, £15.75. Icon and Conquest. By Bernadette Bucher. Pp.xvii, 220, Chicago, The University of Chicago Press, 1981, £9.95. The Wooden Churches of Eastern Europe: An Introductory Survey. By David Buxton. Pp.viii, 405, Cambridge University Press, 1982, £42.50. American Catholics: A History of the Roman Catholic Community in the United States. By James Hennessey. Pp.xii, 397, New York, Oxford University Press, 1981, £13.50. Peter Maurin: Prophet in the Twentieth Century. By Marc H. Ellis. Pp.191, Ramsey, New Jersey and Leominster, England, Paulist Press/Fowler Wright Books, 1981, £7.45. The Newman Movement: Roman Catholics in American Higher Education, 1883–1971. By John Whitney Evans. Pp.xvi, 248, Notre Dame, University of Notre Dame Press, 1980, $14.95. Priests and People in Pre‐Famine Ireland, 1780–1845. By S.J. Connolly. Pp.338, Dublin, Gill & Macmillan, 1982, £17.00. The Nonconformist Conscience: Chapel and Politics, 1870–1914. By D.W. Bebbington. Pp.x, 193, London, George Allen and Unwin, 1982, £10.00. Heinrich Pesch: sein Leben und seine Lehre. By Franz H. Mueller. Pp.220, Cologne, J.P. Bachem, 1980, no price given. Beyond Survival: Reflections on the Future of Judaism. By Dow Marmur. Pp.xix, 218, London, Darton, Longman and Todd, 1982, £7.95. (shrink)

are ambiguous. In the mouth of someone who cannot remember whether it was Michael, or rather someone else, who was top scorer, can express the epistemic possibility that Michael led the league in scoring. But from someone who knows that Michael did not even play last season, but is wondering what would have happened if he had, means something quite different. Now where it has this quite different meaning, may still turn out to be the expression of some epistemic possibility. (...) Perhaps where does not express the epistemic possibility of ‘Michael led the league in scoring’, it expresses the epistemic possibility of ‘Michael would have led the league in scoring’. Analysis of this ‘would have’ statement, together with an exploration of the suspicion that the ‘might have’ statement is ambiguous between these two epistemic possibilities, will have to await another occasion. The important point for present purposes is that is ambiguous between an expression of the epistemic possibility of ‘Michael led the league in scoring’ and some quite different reading. (shrink)

A brief introductory note to the special issue of the Journal of Philosophy on "Parts and Wholes", setting the background for the seven papers included in the rest of the issue (by K. Fine, H. Hudson, M. Johnston, K. Koslicki, C. Normore, P. M. Simons, and P. van Inwagen).

It is only when mixing two or more pure substances along a reversible path that the entropy of the mixing can be made physically manifest. It is not, in this case, a mere mathematical artifact. This mixing requires a process of successive stages. In any finite number of stages, the external manifestation of the entropy change, as a definite and measurable quantity of heat, isa fully continuous function of the relevant variables. It is only at an infinite and unattainable limit (...) thata non-uniform convergence occurs. And this occurs when considered in terms of the number of stages together with a distinguishability parameter appropriate to the particular device which is used to achieve reversibility. These considerations, which are of technological interest to chemical engineers, resolve a paradox derived in chemical theory called Gibbs'' Paradox. (shrink)

In this article, we explore the world's response to the increasing impact of carbon emissions on the sobering threat posed by global warming: the carbon offset market. Though the market is a relatively new one, numerous offset providers have quickly emerged under both regulated and voluntary regimes. Owing to the lack of technical literacy of some stakeholders who participate in the market, no common quality or certification structure has yet emerged for providers. To the contrary, the media warns that a (...) relative "cowboy" atmosphere prevails in the current environment, and that there are "widespread instances of people and organizations buying worthless credits that do not yield any reductions in carbon emissions" (Harvey and Fidler, Financial Times, 2007). At this point in the evolution of the market, only a handful of offset provider-rating schemes exist; and, even these systems leave consumers with few answers when they seek to find a means by which to ensure that the said systems are having their intended impact. The purpose of this article is, first, to provide a grounded understanding of the nature of the offset market, a tendency toward carbon neutrality as a possible point of equilibrium, and the ethical tensions that surround it from the perspective of the consuming public. Second, we outline the standards environment for offset providers to illustrate most effectively the need for a single set of criteria among providers that is readily understandable by the common consumer stakeholder. We then explore the differences among the providers and articulate the specific criteria upon which providers may be evaluated by this particular stakeholder constituency, by bringing together best practices based on currently available analyses. Finally, we share the results of preliminary data collection in connection with 117 offset providers and highlight early findings. These findings allow us comparing providers effectively and efficiently on a common scale that services both providers, who thereby have greater guidance for self-assessment purposes, as well as consumer stakeholders, who then have the ability to make useful and more informed choices about carbon emission reduction in the future. (shrink)

Drawing from Goffman’s original observations on stigma and the consequences of interactions between the stigmatized and supportive or stigmatizing audiences, we conduct a 20-year review of the diverse literature on stigma to revisit the collective nature of stigmatization processes. We find that studies on stigma’s origins, responses, processes, and outcomes have diverged from Goffman’s relational view of stigma as they have overlooked important relational mechanisms explaining the processes of (de)stigmatization. We draw from those conclusions to justify the need to study (...) stigma as a collective phenomenon. We develop a relational perspective on stigma based on understanding how attributes are stigmatized (or not) by audiences in their interactions. We argue that to advance stigma research, it is necessary to build on Goffman’s theory to include the stigmatizers (i.e., the normal) and supporters (i.e., the wise); how they create, sustain, or remove stigma; and how they relate to the stigmatized (i.e., the targets). Accordingly, we provide a research agenda on stigma as a collective phenomenon that theorizes a relational perspective, proposes a typology of how audiences relate to stigmatization, and identifies patterns of relations between audiences. We thus offer a missing piece to existing accounts of stigma by focusing on the key role of audiences (i.e., stigmatizers or supporters of the stigmatized) rather than on the targets of stigma (i.e., the own). (shrink)

We report the identification of a recurrent, 520-kb 16p12.1 microdeletion associated with childhood developmental delay. The microdeletion was detected in 20 of 11,873 cases compared with 2 of 8,540 controls and replicated in a second series of 22 of 9,254 cases compared with 6 of 6,299 controls. Most deletions were inherited, with carrier parents likely to manifest neuropsychiatric phenotypes compared to non-carrier parents. Probands were more likely to carry an additional large copy-number variant when compared to matched controls. The clinical (...) features of individuals with two mutations were distinct from and/or more severe than those of individuals carrying only the co-occurring mutation. Our data support a two-hit model in which the 16p12.1 microdeletion both predisposes to neuropsychiatric phenotypes as a single event and exacerbates neurodevelopmental phenotypes in association with other large deletions or duplications. Analysis of other microdeletions with variable expressivity indicates that this two-hit model might be more generally applicable to neuropsychiatric disease. © 2010 Nature America, Inc. All rights reserved. (shrink)

Irreversibility, it is claimed, is a much broader concept than is entropy increase, as is shown by the occurrence of certain processes which are irreversible without seeming to involve any intrinsic entropy change. These processes include the spreading outwards into space of particles, or of radiation, and they also include certain biological and mental phenomena. For instance, the irreversible and treelike branching which is characteristic of natural evolution is not entropic when it is considered in itself—i.e. in abstraction from accompanying (...) biochemical and physiological activity. What appears to be the common feature of all forms of irreversibility is the fanning out of trajectories, new entities or new states, in the temporal direction towards the future. (shrink)

Medical tourism (MT) can be conceptualized as the intentional pursuit of non-emergency surgical interventions by patients outside their nation of residence. Despite increasing popular interest in MT, the ethical issues associated with the practice have thus far been under-examined. MT has been associated with a range of both positive and negative effects for medical tourists' home and host countries, and for the medical tourists themselves. Absent from previous explorations of MT is a clear argument of how responsibility for the harms (...) of this practice should be assigned. This paper addresses this gap by describing both backward looking liability and forward looking political responsibility for stakeholders in MT. We use a political responsibility model to develop a decision-making process for individual medical tourists and conclude that more information on the effects of MT must be developed to help patients engage in ethical MT. (shrink)

The work described in this report is motivated by the desire to test the expressive possibilities of action language C+. The Causal Calculator (CCalc) is a system that answers queries about action domains described in a fragment of that language. The Zoo World and the Traffic World have been proposed by Erik Sandewall in his Logic Modelling Workshop—an environment for communicating axiomatizations of action domains of nontrivial size. -/- The Zoo World consists of several cages and the exterior, gates between (...) them, and animals of several species, including humans. Actions in this domain include moving within and between cages, opening and closing gates, and mounting and riding animals. The Traffic World includes vehicles moving continuously between road crossings subject to a number of restrictions, such as speed limits and keeping a fixed safety distance away from other vehicles on the road. We show how to represent the two domains in the input language of CCalc, and how to use CCalc to test these representations. (shrink)

Recently there has been a growing interest not only in existentialism, but also in existential questions, as well as key figures in existential thinking. Yet despite this renewed interest, a systematic reconsideration of Kierkegaard’s existential approach is missing. This anthology is the first in a series of three that will attempt to fill this lacuna. The 13 chapters of the first anthology deal with various aspects of Kierkegaard's existential approach. Its reception will be examined in the works of influential philsophers (...) such as Heidegger, Gadamer, and Habermas, as well as in lesser known philosophers from the interwar period, such as Jean Wahl, Lev Shestov, and Benjamin Fondane. Other chapters reconsider central notions, such as "anxiety", "existence", "imagination", and "despair". Finally, some chapters deal with Kierkegaard's relevance for central issues in contemporary philosophy, including "naturalism", "self-constitution", and "bioethics". This book is of relevance not only to researchers working in Kierkegaard Studies, but to anyone with an interest in existentialism and existential thinking. (shrink)

Open peer commentary on the article “Radical Constructivism and Radical Constructedness: Luhmann’s Sociology of Semantics, Organizations, and Self-Organization” by Loet Leydesdorff. > Upshot: Leydesdorff emphasises the uncertainties involved in the communication of meaning. Luhmann posited three types of media, each of which reduces one type of communicative improbability. The theory of cultural evolution supports Leydesdorff’s emphasis on the uncertainty of communication, and agrees that different media are needed for communication within and across social boundaries. But it highlights the distinction between (...) media and the symbolic codes that give them structure; and it raises the question whether Luhmann’s symbolically generalized communication media are really media at all. (shrink)

For centuries medical schools in Britain and elsewhere had a fairly static curriculum based on what might be called the 'three Rs' of medicine, and consequently had to make room for new subjects as the need arose in a fashion which was sometimes makeshift. However, Southampton University has only had a medical school for six years, and therefore their course on medical ethics and legal medicine was carefully integrated into the curriculum after some preliminary experiments carried out by a subcommittee (...) which is continually reviewing the situation. Medical ethics has now a definite place in the fourth year, preceded by an introduction to ethical problems encountered in medicine in the first year. Not only do members of the medical faculty participate in this teaching but also members of the faculties of law and the arts. (shrink)

Against Barnett (2012), I argue that the theory I advance in DeRose 2010 is best construed as one on which ‘"were"ed-up’ future-directed conditionals like ‘If the house were not to be painted, it would soon look quite shabby’ are, in ways important to how they function in deliberation, different in literal content from their ‘straightforward’ counterparts like ‘If the house is not painted, it will soon look quite shabby’. I also defend my way of classifying future-directed conditionals against an attack (...) by Barnett by defending a standard (among philosophers) approach to the basic structure of some conditionals. Finally, I counter Barnett’s charge that by using the concept of deliberation in my account of the meaning of future-directed conditionals, I put an implausibly demanding constraint on what it takes to understand such sentences. (shrink)

A distinction between basic archetypes of urban form was made by Bruno Fortier: the accumulation city as opposed to the creation city. These archetypes derive from archaeology - being based on the Roman and the Egyptian city - but are interpreted as morphological paradigms, as a set of assumptions and underpinnings determining spatial planning and design. The creation city is described as expression of modernity - the paradigmatic origins of which can be traced back to Descartes’ ideas on the city (...) - analysed as an ontology of destruction, among other things. A conceptual framework connecting the creation city to modernity is presented by interpreting Fortier’s archetypes through the anthropological work of W.T. Jones. Influenced by postmodern cultural analysis and architectural discourse, the paradigmatic importance of the accumulation city seems to increase. It is argued that interest in the accumulation city is related to a discord which is characteristic of modernity but which seems to be denied by the urbanistic modernism of the 20th century. Methodologically, we argue that modernism should be seen as part of a post-paradigmatic phase of modernity rather than as an expression of modernity at its zenith. It is argued that the discord of modernism should not lead to a discussion of modernism and postmodernism as contrary paradigms, but that the understanding of the city oscillates dialectically between these two paradigms. (shrink)

A superconducting transition temperature as high as 100 K was recently discovered in one monolayer FeSe grown on SrTiO3. The discovery ignited efforts to identify the mechanism for the markedly enhanced Tc from its bulk value of 8 K. There are two main views about the origin of the Tc enhancement: interfacial effects and/or excess electrons with strong electron correlation. Here, we report the observation of superconductivity below 20 K in surface electron-doped bulk FeSe. The doped surface layer possesses all (...) the key spectroscopic aspects of the monolayer FeSe on SrTiO3. Without interfacial effects, the surface layer state has a moderate Tc of 20 K with a smaller gap opening of 4.2 meV. Our results show that excess electrons with strong correlation cannot induce the maximum Tc, which in turn reveals the need for interfacial effects to achieve the highest Tc in one monolayer FeSe on SrTiO3. (shrink)

Existing research shows consistently high levels of concern among people in the UK over the scale of immigration and its impact on jobs, wages and services. At the same time, that same body of research does not provide much in the way of detail about the nature of these concerns. This is partly because much of the data is from opinion polls which say little about the priorities and perspectives that underlie the aggregate numbers. Moreover, very little research has been (...) carried out on what new immigration policies the British public would like to see once the UK leaves the EU and free movement ends. Our research for this report aims to fill these gaps by providing evidence about how people use and understand information about economic impacts of immigration, and what they might wish to see from new, post-Brexit, policies. (shrink)

Introduction of deep neural networks to the machine translation research ameliorated conventional machine translation systems in multiple ways, specifically in terms of translation quality. The ability of deep neural networks to learn a sensible representation of words is one of the major reasons for this improvement. Despite machine translation using deep neural architecture is showing state-of-the-art results in translating European languages, we cannot directly apply these algorithms in Indian languages mainly because of two reasons: unavailability of the good corpus and (...) Indian languages are morphologically rich. In this paper, we propose a neural machine translation (NMT) system for four language pairs: English–Malayalam, English–Hindi, English–Tamil, and English–Punjabi. We also collected sentences from different sources and cleaned them to make four parallel corpora for each of the language pairs, and then used them to model the translation system. The encoder network in the NMT architecture was designed with long short-term memory (LSTM) networks and bi-directional recurrent neural networks (Bi-RNN). Evaluation of the obtained models was performed both automatically and manually. For automatic evaluation, the bilingual evaluation understudy (BLEU) score was used, and for manual evaluation, three metrics such as adequacy, fluency, and overall ranking were used. Analysis of the results showed the presence of lengthy sentences in English–Malayalam, and the English–Hindi corpus affected the translation. Attention mechanism was employed with a view to addressing the problem of translating lengthy sentences (sentences contain more than 50 words), and the system was able to perceive long-term contexts in the sentences. (shrink)