A volunteer effort by Artificial Intelligence researchers has shown it can deliver significant research outcomes rapidly to help tackle COVID-19. Within two months, CLAIRE’s self-organising volunteers delivered the World’s first comprehensive curated repository of COVID-19-related datasets useful for drug-repurposing, drafted review papers on the role CT/x-ray scan analysis and robotics could play, and progressed research in other areas. Given the pace required and nature of voluntary efforts, the teams faced a number of challenges. These offer insights in how better to (...) prepare for future volunteer scientific efforts and large scale, data-dependent AI collaborations in general. We offer seven recommendations on how to best leverage such efforts and collaborations in the context of managing future crises. (shrink)

Social dilemmas occur when the pursuit of self-interest by individuals in a group leads to less than optimal collective outcomes for everyone in the group. A critical assumption in the human sciences is that people's choices in such dilemmas are individualistic, selfish, and rational. Hence, cooperation in the support of group welfare will only occur if there are selfish incentives that convert the social dilemma into a nondilemma. In recent years, inclusive fitness theories have lent weight to such traditional views (...) of rational selfishness on Darwinian grounds. To show that cooperation is based on selfish incentives, however, one must provide evidence that people donotcooperatewithoutsuch incentives. In a series of experimental social dilemmas, subjects were instructed to make single, anonymous choices about whether or not to contribute money for a shared “bonus” that would be provided only if enough other people in the group also contributed their money. Noncontributors cited selfish reasons for their choices; contributors did not. If people are allowed to engage in discussion, they will contribute resources at high rates, frequently on irrational grounds, to promote group welfare. These findings are consistent with previous research on ingroup biasing effects that cannot be explained by “economic man” or “selfish gene” theories. An alternative explanation is that sociality was a primary factor shaping the evolution ofHomo sapiens. The cognitive and affective mechanisms underlying such choices evolved under selection pressures on small groups for developing and maintaining group membership and for predicting and controlling the behavior of other group members. This sociality hypothesis organizes previously inexplicable and disparate phenomena in a Darwinian framework and makes novel predictions about human choice. (shrink)

This book offers a philosophical approach to religion that acknowledges both the diversity of religions and the many and varied dimensions of the religious life. Rather than restricting itself to Christian theism, it covers a wide range of religious traditions, examining their beliefs in the context of the actual practice of the religious life. After outlining the aims of religion, the book focuses on claims to knowledge. What kinds of knowledge do religions purport to offer? In what idiom is it (...) couched? From what sources do devotees draw their claims to knowledge? Are these sources reliable? Rather than trying to settle age-old questions about religious belief, the book offers its readers a set of criteria with which they can make informed decisions in matters of faith. Gregory W. Dawes is Associate Professor in Philosophy at the University of Otago, New Zealand. He completed his first graduate degree at the Pontifical Biblical Institute in Rome before returning to New Zealand to complete PhD degrees in both biblical studies and philosophy. His previous books include The Historical Jesus Question, Theism and Explanation, and Galileo and the Conflict between Religion and Science. (shrink)

As illustrated by research Koehler himself cites (Dawes et al. 1993), the purpose of experiments is to choose between contrasting explanations of past observations – rather than to seek statistical generalizations about the prevalence of effects. True external validity results not from sampling various problems that are representative of “real world” decision making, but from reproducing an effect in the laboratory with minimal contamination (including from real world factors).

This book presents a new understanding of Nietzsche’s view of Socrates, Plato, and Aristotle. Through a careful study of how these philosophers appropriate reason in both life-negating and life-affirming ways, Daw-Nay N. R. Evans Jr. offers a fresh perspective on Nietzsche and classical Greek philosophy.

Twilight of the Idols was the second to last book Nietzsche finished for publication. It was written in three to four months and after some editorial changes the manuscript was sent to the printer in October 1888, and published in January 1889. Nietzsche does not mince words regarding the aim of the book. In the Foreword to the text he claims that it is a "grand declaration of war," not on the idols of the age, but "eternal idols," those he (...) considers to be "the most believed in."1 In Nietzsche's view, there are "more idols in the world than there are realities" and he wants to "sound out idols" as much with a hammer "as with a tuning fork" so that their harmful influence may be avoided in the future. The most .. (shrink)

Dawes points out the fallacy in many commonly held beliefs in therapy and takes issue with many current treatment methods.

A review of the literature indicates that linear models are frequently used in situations in which decisions are made on the basis of multiple codable inputs. These models are sometimes used normatively to aid the decision maker, as a contrast with the decision maker in the clinical vs statistical controversy, to represent the decision maker "paramorphically" and to "bootstrap" the decision maker by replacing him with his representation. Examination of the contexts in which linear models have been successfully employed indicates (...) that the contexts have the following structural characteristics in common: each input variable has a conditionally monotone relationship with the output; there is error of measurement; and deviations from optimal weighting do not make much practical difference. These characteristics ensure the success of linear models, which are so appropriate in such contexts that random linear models may perform quite well. 4 examples involving the prediction of such codable output variables as GPA and psychiatric diagnosis are analyzed in detail. In all 4 examples, random linear models yield predictions that are superior to those of human judges. (shrink)

The mesostriatal dopamine system is prominently implicated in model-free reinforcement learning, with fMRI BOLD signals in ventral striatum notably covarying with model-free prediction errors. However, latent learning and devaluation studies show that behavior also shows hallmarks of model-based planning, and the interaction between model-based and model-free values, prediction errors, and preferences is underexplored. We designed a multistep decision task in which model-based and model-free influences on human choice behavior could be distinguished. By showing that choices reflected both influences we could (...) then test the purity of the ventral striatal BOLD signal as a model-free report. Contrary to expectations, the signal reflected both model-free and model-based predictions in proportions matching those that best explained choice behavior. These results challenge the notion of a separate model-free learner and suggest a more integrated computational architecture for high-level human decision-making. (shrink)

Proper linear models are those in which predictor variables are given weights such that the resulting linear composite optimally predicts some criterion of interest; examples of proper linear models are standard regression analysis, discriminant function analysis, and ridge regression analysis. Research summarized in P. Meehl's book on clinical vs statistical prediction and research stimulated in part by that book indicate that when a numerical criterion variable is to be predicted from numerical predictor variables, proper linear models outperform clinical intuition. Improper (...) linear models are those in which the weights of the predictor variables are obtained by some nonoptimal method. The present article presents evidence that even such improper linear models are superior to clinical intuition when predicting a numerical criterion from numerical predictors. In fact, unit weighting is quite robust for making such predictions. The application of unit weights to decide what bullet the Denver Police Department should use is described; some technical, psychological, and ethical resistances to using linear models in making social decisions are considered; and arguments that could weaken these resistances are presented. (shrink)

In this timely study, Dawes defends the methodological naturalism of the sciences. Though religions offer what appear to be explanations of various facts about the world, the scientist, as scientist, will not take such proposed explanations seriously. Even if no natural explanation were available, she will assume that one exists. Is this merely a sign of atheistic prejudice, as some critics suggest? Or are there good reasons to exclude from science explanations that invoke a supernatural agent? On the one hand, (...) Dawes concedes the bare possibility that talk of divine action could constitute a potential explanation of some state of affairs, while noting that the conditions under which this would be true are unlikely ever to be fulfilled. On the other hand, he argues that a proposed explanation of this kind would rate poorly, when measured against our usual standards of explanatory virtue. (shrink)

Development of and influence on ethical beliefs were surveyed at a major research university campus. Courses were ranked by faculty and students as most important. Mentors were ranked eighth in a list of nine factors. Of the 1,152 returned student questionnaires, 97 (8.4%) made the effort to write comments, and of the 610 faculty questionnaires returned, 64 (10%) wrote comments. These comments were rich in detail and description.

Defences of inference to the best explanation (IBE) frequently associate IBE with scientific realism, the idea that it is reasonable to believe our best scientific theories. I argue that this linkage is unfortunate. IBE does not warrant belief, since the fact that a theory is the best available explanation does not show it to be (even probably) true. What IBE does warrant is acceptance: taking a proposition as a premise in theoretical and/or practical reasoning. We ought to accept our best (...) scientific theories since they are the theories that are most likely to lead to the goal of science, which is that of knowledge. In support of this claim I invoke Bill Lycan's Panglossian reflections regarding Mother Nature.1. (shrink)

The reference to man as animal rationale has traditionally been used to highlight rationality as marking a qualitative gap between human beings and animals. This assumption has been questioned in a similar way by the approaches of Alasdair MacIntyre and John Dewey, who agree that before we can make adequate sense of man’s rationality, we have to draw attention to animality as the common trait of human and nonhuman living beings. However, while MacIntyre takes human dependence to show ‘why human (...) beings need the virtues,’ Dewey considers it as a starting point to argue for the necessity of what he calls ‘natural piety.’ In my paper I shall elaborate some implications of this difference, guided by the question whether Dewey’s answer contributes to a re-invention of religious categories into the naturalistic view on rationality and morality. (shrink)

Many philosophers have come to believe there is no single criterion by which one can distinguish between a science and a pseudoscience. But it need not follow that no distinction can be made: a multifactorial account of what constitutes a pseudoscience remains possible. On this view, knowledge-seeking activities fall on a spectrum, with the clearly scientific at one end and the clearly non-scientific at the other. When proponents claim a clearly non-scientific activity to be scientific, it can be described as (...) a pseudoscience. One feature of a scientific theory is that it forms part of a research tradition being actively pursued by a scientific community. If a theory lacks this form of epistemic warrant, this is a pro tanto reason to regard it as pseudoscientific. (shrink)

For more than 30 years, historians have rejected what they call the ‘warfare thesis’ – the idea that there is an inevitable conflict between religion and science – insisting that scientists and believers can live in harmony. This book disagrees. Taking as its starting point the most famous of all such conflicts, the Galileo affair, it argues that religious and scientific communities exhibit very different attitudes to knowledge. Scripturally based religions not only claim a source of knowledge distinct from human (...) reason. They are also bound by tradition, insist upon the certainty of their beliefs, and are resistant to radical criticism in ways in which the sciences are not. If traditionally minded believers perceive a clash between what their faith tells them and the findings of modern science, they may well do what the Church authorities did in Galileo’s time. They may attempt to close down the science, insisting that the authority of God’s word trumps that of any ‘merely human’ knowledge. Those of us who value science must take care to ensure this does not happen. (shrink)

The present paper has two aims. First, we reconstruct the core of molecular genetics (MOLGEN) i.e. the array of theoretical assumptions which underly all or most applications of molecular genetics. Second, we define a reduction relation p reducing character-factor genetics (CFG) to MOLGEN. That p is a reduction relation is proved by establishing that p satisfies the two major conditions which are discussed in the literature as necessary or ‘essential’ for reduction. This substantiates the claim that molecular genetics is ‘better (...) than’ or ‘more progressive-than’ character-factor genetics-which is commonly held true today. The paper continues, and relies heavily on the definitions given in part 1 (Balzer and Dawe [1985]). The enumeration of the definitions and sections in the present paper continues that of part 1. References to definitions with numbers smaller than 8 and to sections number I-4 always refer to part 1. (shrink)

History and the modern sciences are characterized by what is sometimes called a methodological naturalism that disregards talk of divine agency. Some religious thinkers argue that this reflects a dogmatic materialism: a non-negotiable and a priori commitment to a materialist metaphysics. In response to this charge, I make a sharp distinction between procedural requirements and metaphysical commitments. The procedural requirement of history and the sciences—that proposed explanations appeal to publicly-accessible bodies of evidence—is non-negotiable, but has no metaphysical implications. The metaphysical (...) commitment is naturalistic, but is both a posteriori and provisional, arising from the fact that for more than 400 years no proposed theistic explanation has been shown capable of meeting the procedural requirement. I argue that there is nothing to prevent religious thinkers from seeking to overturn this metaphysically naturalistic stance. But in order to do so they would need to show that their proposed theistic explanations are the best available explanations of a range of phenomena. Until this has been done, the metaphysical naturalism of history and the sciences remains defensible. (shrink)

This longitudinal study was in the main concerned with the relationship between developmental maturity (in the physiological sense) and attitude to school science, among a group of secondry school children. The sample consisted of 269 boys and girls in a midland secondary school. They were administered a non?verbal intelligence test, a Piagetian conceptual development test, and an attitude to school science scale, in the first and second years. In the fifth year they were again administered the attitude to school science (...) scale. On the basis of the onset of menstruation, the girls were divided into early, normal and late developers. The results showed that between the second and fifth years, attitudes to school science became more negative??this applied to both boys and girls, but it was more marked in the case of the girls. It was also found that in the first and second years of the study, early maturing girls showed significantly more negative attitudes to school science, but that by the fifth year, early and late maturing girls were showing equally negative attitudes to this subject. Although the normal developers shared in the general decline in attitudes between the second and fifth years, their reactions to school science were less unfavourable throughout. The implications of these findings are discussed at length within the framework of current reserch and theory in this area. (shrink)

This volume examines the diversity of new scientific theories of religion, by outlining the logical and causal relationships between these enterprises.

The sciences are characterized by what is sometimes called a “methodological naturalism,” which disregards talk of divine agency. In response to those who argue that this reflects a dogmatic materialism, a number of philosophers have offered a pragmatic defense. The naturalism of the sciences, they argue, is provisional and defeasible: it is justified by the fact that unsuccessful theistic explanations have been superseded by successful natural ones. But this defense is inconsistent with the history of the sciences. The sciences have (...) always exhibited what we call a domain naturalism. They have never invoked divine agency, but have always focused on the causal structure of the natural world. It is not the case, therefore, that the sciences once employed theistic explanations and then abandoned them. The naturalism of the sciences is as old as science itself. (shrink)

While a great deal of abuse has been directed at intelligent design theory (ID), its starting point is a fact about biological organisms that cries out for explanation, namely "specified complexity" (SC). Advocates of ID deploy three kind of argument from specified complexity to the existence of a designer: an eliminative argument, an inductive argument, and an inference to the best explanation. Only the first of these merits the abuse directed at it; the other two arguments are worthy of respect. (...) If they fail, it is only because we have a better explanation of SC, namely Darwin's theory of evolution by natural selection. (shrink)

It is commonplace for a single physiological mechanism to seed multiple phenomena, and for multiple mechanisms to contribute to a single phenomenon. We propose that the flash-lag effect should not be considered a phenomenon with a single cause. Instead, its various aspects arise from the convergence of a number of different mechanisms proposed in the literature. We further give an example of how a neuron's generic spatio-temporal response profile can form a physiological basis not only of but also of many (...) of the other proposed flash-lag mechanisms, thus recapitulating a spectrum of flash-lag phenomena. Finally, in agreeing that such basic predictive mechanisms are present throughout the brain, we argue that motor prediction contributes more to biological fitness than visual prediction. (shrink)

Ni-44 at.% Al and Ni-50 at.% Al single crystals were tested in compression in the hard d 001 ¢ orientation. The dislocation processes and deformation behaviour were studied as a function of temperature, strain and strain rate. A slip transition in NiAl occurs from a d 111 ¢ slip to non- a d 111 ¢ slip at intermediate temperatures. In Ni-50 at.% Al single crystals, only a d 010 ¢ dislocations are observed above the slip transition temperature. In contrast, a (...) d 101 ¢ {101} glide has been observed to control deformation beyond the slip transition temperature in Ni-44 at.% Al. a d 101 ¢ dislocations are observed primarily along both d 111 ¢ directions in the glide plane. High-resolution transmission electron microscopy observations show that the core of the a d 101 ¢ dislocations along these directions is decomposed into two a d 010 ¢ dislocations, separated by a distance of approximately 2 nm. The temperature window of stability for these a d 101 ¢ dislocations depends upon the strain rate. At a strain rate of 1.4 2 10 m 4 s m 1 , a d 101 ¢ dislocations are observed between 800 and 1000 K. Complete decomposition of a d 101 ¢ dislocations into a d 010 ¢ dislocations occurs beyond 1000 K, leading to a d 010 ¢ climb as the deformation mode at higher temperatures. At lower strain rates, decomposition of a d 101 ¢ dislocations has been observed to occur along the edge orientation at temperatures below 1000 K. Embedded-atom method calculations and experimental results indicate that a d 101 ¢ dislocations have a large Peierls stress at low temperatures. Based on the present microstructural observations and a survey of the literature with respect to vacancy content and diffusion in NiAl, a model is proposed for a d 101 ¢ {101} glide in Ni-44 at.% Al, and for the observed yield strength versus temperature behaviour of Ni-Al alloys at intermediate and high temperatures. (shrink)

The 85th birthday of Zygmunt Bauman in November 2010 presented the occasion for TCS to publish a special section of commissioned commentary pieces on a number of central themes in his work. The section, edited and introduced by editorial board member Roy Boyne, featured articles by Martin Jay, John Milbank and Julia Hell, and concentrated respectively upon the themes of modernity, the role of the intellectual, and the gaze of/at the other, highlighting the dependence on metaphor and the significance of (...) ‘looking’ in his writing. This interview takes that special section as its starting point, and asks Bauman to respond to some of the claims and suggestions made in those articles. In doing so, he argues for the continuing salience of the ‘liquid modernity’ concept for understanding the ‘purpose behind the effort’, and explains in detail his view of the intellectual and the role such an intellectual should play in the context of liquid modernity. (shrink)

There is much discourse and focus on the social determinants of health, but undergirding these multiple intersecting and interacting determinants are legal and political determinants that have operated at every level and impact the entire life continuum. The United States has long grappled with advancing health equity via public law and policy. Seventy years after the country was founded, lawmakers finally succeeded in passing the first comprehensive and inclusive law aimed at tackling the social determinants of health, but that effort (...) was short-lived. Today the United States is faced with another fork in the road relative to the advancement of health equity. This article draws on lessons from history and law to argue that researchers, providers, payers, lawmakers and the legal community have a moral, economic and national security imperative to address not only the negative outcomes of health disparities, but also the imbalance of inputs resulting from laws and policies which fail to employ an equity lens. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Reviewed by:Nietzsche and Rée: A Star FriendshipDaw-Nay N. R. Evans Jr.Robin Small. Nietzsche and Rée: A Star Friendship. Oxford: Clarendon Press, 2005. Pp. xxiv + 247. Cloth, $45.00.Nietzsche attracts a wide range of scholarly enthusiasts. There are those who take Nietzsche seriously as a philosopher and study his works for their own sake, while others seek to mine his works for philosophical gold to determine what he might have (...) to offer their particular area of specialization (and sometimes these objectives overlap). On the other hand, there are those who seek to sensationalize Nietzsche by making him out to be a caricature or buffoon of sorts—far less deserving of the kind of seriousness we reserve for other figures such as Descartes or Kant. Instead, Nietzsche's philosophical legacy is colored by his ill health, alleged homosexuality, or "madness." Some recent biographies have only perpetuated the caricature. Fortunately, Small's book is not one of them.Small aims to explain the philosophical relationship between Nietzsche and Rée. Nietzsche's background is well known, while Rée's life has received only slight attention from scholars. Although he did not self-identify as Jewish, Rée was born into a wealthy Jewish family, which afforded him the luxury of attending several different German universities. After studying law, psychology, and physiology, he finally settled on philosophy. By the time Rée met Nietzsche, he had already defended a dissertation on Aristotle's ethics and published his first book, Psychological Observations, in 1875.Throughout the book, Small subtly fuses the personal with the philosophical without weakening the philosophical substance of Nietzsche's or Rée's ideas. In explaining Rée's influence on Nietzsche during the seven years of their friendship, Small accomplishes several objectives.First and foremost, Small illuminates the development of Nietzsche's thought from 1875 until 1882. It was during these years that Nietzsche published Human, All Too Human (1878; the first supplement to the book was published in 1879 and the second in 1880), Daybreak (1881), and The Gay Science (1882). More importantly, Small demonstrates the nexus between these works and Rée's Psychological Observations (1875) and The Origin of Moral Sensations.During the winter of 1876–77, Nietzsche and Rée lived together. At this time Nietzsche began writing Human, All Too Human, while Rée wrote The Origin of Moral Sensations. Nietzsche turned to Rée's Psychological Observations for headings for his own Human, All Too Human. Thus, "'On Religious Things' became 'The Religious Life,' while 'On Woman, Love and Marriage' became 'Woman and Child'" (28). As Nietzsche continued work on Human, All Too Human, Rée's The Origin of Moral Sensations was published and Nietzsche drew inspiration from this book as well. In section 40 of The Wanderer and His Shadow (the second supplement to Human, All Too Human), Nietzsche provides an abbreviated version of the core argument of that work, namely that the move away from utility and towards socially accepted norms as the determining factor in behavior is what led to morality. For these reasons, it is no surprise that Nietzsche referred to the "Rée-ness" of his work, and dubbed books like Human, All Too Human as "Réealism" (x, 33, 65). [End Page 672]Second, Small makes clear the shared philosophical sympathies that made their relationship possible. Their mutual admiration for Schopenhauer, denial of free will, skepticism about morality and metaphysics, and adherence to philosophical naturalism created a friendship that nurtured their philosophical development generally and their philosophical projects more specifically.Third, Small sheds light on how Nietzsche integrated Rée's aphoristic style into his own philosophical writings. This is helpful because it contextualizes Nietzsche's writing style during the time when his strict preoccupation with philological matters had ended and he began exhibiting contempt for morality and extolling the virtues of scientific knowledge.Fourth, Small discusses Nietzsche's break with Rée, the central tension of which he locates in Nietzsche's willingness to move beyond Rée's merely descriptive approach to moral phenomena towards a life-affirming philosophy. To be sure, Nietzsche envisioned Human, All Too... (shrink)