Recent work in quantum information science has produced a revolution in our understanding of quantum entanglement. Scientists now view entanglement as a physical resource with many important applications. These range from quantum computers, which would be able to compute exponentially faster than classical computers, to quantum cryptographic techniques, which could provide unbreakable codes for the transfer of secret information over public channels. These important advances in the study of quantum entanglement and information touch on deep foundational issues in both physics (...) and philosophy. This interdisciplinary volume brings together fourteen of the world's leading physicists and philosophers of physics to address the most important developments and debates in this exciting area of research. It offers a broad spectrum of approaches to resolving deep foundational challenges - philosophical, mathematical, and physical - raised by quantum information, quantum processing, and entanglement. This book is ideal for historians, philosophers of science and physicists"--Provided by publisher. (shrink)

The aim of this paper is to examine in detail the similarities and dissimilarities between Werner Heisenberg’s account of closed theories and Thomas Kuhn’s model of scientific revolutions. My analysis draws on a little‐known discussion that took place between Heisenberg and Kuhn in 1963, in which Heisenberg, having just read Kuhn’s Structure of Scientific Revolutions, compares Kuhn’s views to his own account of closed theories. I conclude that while Heisenberg and Kuhn share a holist conception of theories, a revolutionary model (...) of theory change, and even a notion of incommensurability, their views diverge fundamentally when it comes to the issue of scientific realism. I show that, contrary to popular opinion, Heisenberg is not an instrumentalist, but rather a pluralistic realist. (shrink)

Scientific models invariably involve some degree of idealization, abstraction, or nationalization of their target system. Nonetheless, I argue that there are circumstances under which such false models can offer genuine scientific explanations. After reviewing three different proposals in the literature for how models can explain, I shall introduce a more general account of what I call model explanations, which specify the conditions under which models can be counted as explanatory. I shall illustrate this new framework by applying it to the (...) case of Bohr's model of the atom, and conclude by drawing some distinctions between phenomenological models, explanatory models, and fictional models. (shrink)

The United Nations (UN), facing increasingly intense challenges in the fulfillment of its mission, also harbors the potential for enhanced effectiveness, relevance, and legitimacy in the form of the human rights-based approach. The human rights-based approach (HRBA) is one model for translating the organization’s values into a more adaptive, inclusive, dynamic, and responsive system of processes and outcomes. In the arena of politics, its meeting with a meaningful degree of receptiveness could signal a growing acceptance of the validity of structural (...) approaches to development and other issues despite traditional defensive positions on human rights. Application of the HRBA in programming is leading to greater appreciation for addressing core disparities and promoting empowerment for sustainable outcomes. It is also cultivating new qualities in development practitioners, advancing creativity, openness and responsiveness in organizational culture. In feeding its evolution in this way, the UN as a system has the potential for deeper, longer-term mission fulfillment and thus ensuring its viability. (shrink)

Despite widespread evidence that fictional models play an explanatory role in science, resistance remains to the idea that fictions can explain. A central source of this resistance is a particular view about what explanations are, namely, the ontic conception of explanation. According to the ontic conception, explanations just are the concrete entities in the world. I argue this conception is ultimately incoherent and that even a weaker version of the ontic conception fails. Fictional models can succeed in offering genuine explanations (...) by correctly capturing relevant patterns of counterfactual dependence and licensing correct inferences. Using the example of Newtonian force explanations of the tides, I show how, even in science, fiction can be a vehicle for truth. (shrink)

Classical mechanics and quantum mechanics are two of the most successful scientific theories ever discovered, and yet how they can describe the same world is far from clear: one theory is deterministic, the other indeterministic; one theory describes a world in which chaos is pervasive, the other a world in which chaos is absent. Focusing on the exciting field of 'quantum chaos', this book reveals that there is a subtle and complex relation between classical and quantum mechanics. It challenges the (...) received view that classical and quantum mechanics are incommensurable, and revives another, largely forgotten tradition due to Niels Bohr and Paul Dirac. By artfully weaving together considerations from the history of science, philosophy of science, and contemporary physics, this book offers a new way of thinking about intertheory relations and scientific explanation. It will be of particular interest to historians and philosophers of science, philosophically-inclined physicists, and interested non-specialists. (shrink)

We critically engage two traditional views of scientific data and outline a novel philosophical view that we call the pragmatic-representational view of data. On the PR view, data are representations that are the product of a process of inquiry, and they should be evaluated in terms of their adequacy or fitness for particular purposes. Some important implications of the PR view for data assessment, related to misrepresentation, context-sensitivity, and complementary use, are highlighted. The PR view provides insight into the common (...) but little-discussed practices of iteratively reusing and repurposing data, which result in many datasets’ having a phylogeny—an origin and complex evolutionary history—that is relevant to their evaluation and future use. We relate these insights to the open-data and data-rescue movements, and highlight several future avenues of research that build on the PR view of data. (shrink)

The ontic conception of explanation, according to which explanations are "full-bodied things in the world," is fundamentally misguided. I argue instead for what I call the eikonic conception, according to which explanations are the product of an epistemic activity involving representations of the phenomena to be explained. What is explained in the first instance is a particular conceptualization of the explanandum phenomenon, contextualized within a given research program or explanatory project. I conclude that this eikonic conception has a number of (...) benefits, including making better sense of scientific practice and allowing for the full range of normative constraints on explanation. (shrink)

There is a growing recognition that fictions have a number of legitimate functions in science, even when it comes to scientific explanation. However, the question then arises, what distinguishes an explanatory fiction from a nonexplanatory one? Here I examine two cases—one in which there is a consensus in the scientific community that the fiction is explanatory and another in which the fiction is not explanatory. I shall show how my account of “model explanations” is able to explain this asymmetry, and (...) argue that realism—of a more subtle form—does have a role in distinguishing explanatory from non- explanatory fictions. (shrink)

Despite an enormous philosophical literature on models in science, surprisingly little has been written about data models and how they are constructed. In this paper, I examine the case of how paleodiversity data models are constructed from the fossil data. In particular, I show how paleontologists are using various model-based techniques to correct the data. Drawing on this research, I argue for the following related theses: first, the ‘purity’ of a data model is not a measure of its epistemic reliability. (...) Instead it is the fidelity of the data that matters. Second, the fidelity of a data model in capturing the signal of interest is a matter of degree. Third, the fidelity of a data model can be improved ‘vicariously’, such as through the use of post hoc model-based correction techniques. And, fourth, data models, like theoretical models, should be assessed as adequate for particular purposes. (shrink)

In 2012, the Geological Time Scale, which sets the temporal framework for studying the timing and tempo of all major geological, biological, and climatic events in Earth’s history, had one-quarter of its boundaries moved in a widespread revision of radiometric dates. The philosophy of metrology helps us understand this episode, and it, in turn, elucidates the notions of calibration, coherence, and consilience. I argue that coherence testing is a distinct activity preceding calibration and consilience, and I highlight the value of (...) discordant evidence and trade-offs scientists face in calibration. The iterative nature of calibration, moreover, raises the problem of legacy data. (shrink)

From the Federal Theater Projects of the Great Depression to the disruptive performances of the 1960s and 1970s, theater has played an important role in American radicalism. This special issue of_ _Theater_ reports on socially conscious, politically active theaters in the United States. Despite the evaporation of Cold War passions and the rise of conservatism in the 1980s and 1990s, such theater work remains a persistent and evolving presence on the political landscape. Since the first inauguration of George W. Bush, (...) new opportunities have arisen for political performance and for significant new challenges to these artists. T_heater and Social Change_ not only tracks the historical evolution of political theater but also explores the current state and future prospects of different modes, including agit-prop, demonstrations, solo performance, Augusto Boal’s Theater of the Oppressed, and community-based production. With such notable contributors as Anna Deavere Smith, Jonathan Kalb, Holly Hughes, and Tony Kushner, the issue offers a diverse assemblage of personal statements, conversations, photographs, interviews, and performance text. _Contributors include:_ Reverend Billy, Jan Cohen-Cruz, Arlene Goldbard, Sharon Green, Lani Guinier, Holly Hughes, Jonathan Kalb, Tony Kushner, Judith Malina, Robbie McCauley, John O'Neal, Claudia Orenstein, Bill Rauch, Julie Salverson, Anna Deavere Smith, Alisa Solomon, Roberta Uno. (shrink)

It has frequently been suggested that quantum mechanics may provide a genuine case of ontic vagueness or metaphysical indeterminacy. However, discussions of quantum theory in the vagueness literature are often cursory and, as I shall argue, have in some respects been misguided. Hitherto much of the debate over ontic vagueness and quantum theory has centered on the “indeterminate identity” construal of ontic vagueness, and whether the quantum phenomenon of entanglement produces particles whose identity is indeterminate. I argue that this way (...) of framing the debate is mistaken. A more thorough examination of quantum theory and the phenomenon of entanglement reveals that quantum mechanics is best interpreted as supporting what I call the “vague property” construal of ontic vagueness, where vague properties are understood in terms of determinable properties without the corresponding determinates. (shrink)

In semiclassical mechanics one finds explanations of quantum phenomena that appeal to classical structures. These explanations are prima facie problematic insofar as the classical structures they appeal to do not exist. Here I defend the view that fictional structures can be genuinely explanatory by introducing a model-based account of scientific explanation. Applying this framework to the semiclassical phenomenon of wavefunction scarring, I argue that not only can the fictional classical trajectories explain certain aspects of this quantum phenomenon, but also that (...) an explanation that does not make reference to these classical structures is, in a certain sense, deficient. (shrink)

This study investigated grammatical gender processing in school-age Spanish-English bilingual children using a visual world paradigm with a 4-picture display where the target noun was heard with a gendered article that was either in a context where all distractor images were the same gender as the target noun or in a context where all distractor images were the opposite gender than the target noun. We investigated 32 bilingual children who were exposed to Spanish since infancy and began learning English by (...) school entry. Along with the eye-tracking experiment, all children participated in a standardized language assessment and told narratives in English and Spanish, and parents reported on their child's current Spanish language use. The differential proportion fixations to target were analyzed in two time regions with linear mixed-effects models. Results show that prior to the target word being spoken, these bilingual children did not use the gendered articles to actively anticipate upcoming nouns. In the subsequent time region, it was shown that there are differences in the way they use feminine and masculine articles, with a lack of use of the masculine article and a potential facilitatory use of the feminine article for children who currently use more Spanish than English. This asymmetry in the use of gendered articles in processing is modulated by current Spanish language use and trends with results found for bilingual and second-language learning adults. (shrink)

This article explores histories of the science of stress and its measurement from the mid 19th century, and brings these into dialogue with critical sociological analysis of emerging responses to work stress in policy and practice. In particular, it shows how the contemporary development of biomedical and consumer devices for stress self-monitoring is based on selectively rediscovering the biological determinants and biomarkers of stress, human functioning in terms of evolutionary ecology, and the physical health impacts of stress. It considers how (...) the placement of the individual body and its environment within particular spatio-temporal configurations renders it subject to experimental investigation through standardized apparatus, electricity, and statistical normalization. Examining key themes and processes such as homeostasis, metricization, datafication, and emotional governance, we conclude that the figure of the ‘body electric’ plays a central limiting role in current technology-supported approaches to managing work stress, and that an historical account can usefully open these to collective scrutiny. (shrink)

The women's sensation novel of the 1860s and the New Woman fiction of the 1890s were two major examples of a perceived feminine invasion of fiction which caused a critical furore in their day. Both genres, with their shocking, `fast' heroines, fired the popular imagination by putting female sexuality on the literary agenda and undermining the `proper feminine' ideal to which nineteenth-century women and fictional heroines were supposed to aspire. By exploring in impressive depth and breadth the material and discursive (...) conditions in which these novels were produced, The `Improper' Feminine draws attention to key gendered interrelationships within the literary and wider cultures of the mid-Victorian and fin-de-diècle periods. (shrink)

One of the main goals of multicultural education is to prepare young people to participate in meaningful pedagogical and social issues. To achieve this goal, educators need to cultivate the basic rudiments of compassion and goodwill in the younger generation, rooted in a sense of empathy for others. Without a sense of compassion, the younger generation is unlikely to be motivated to reflect and act on the needs of the people around them. Therefore, it is necessary to start by involving (...) students in getting to know different ethnic cultures, where they can show compassion not only to people, but also to certain situations. Such knowledge forms the basis for interaction with different points of view and worldviews, as well as with the causes of pedagogical, psychological and social problems and the ways taken to solve them. (shrink)

This article intervenes in a critical debate about the use of consent to distinguish sex from rape. Drawing from critical contract theories, it argues that sexual consent is a cruel optimism that often operates to facilitate, rather than alleviate, sexual violence. Sexual consent as a cruel optimism promises to simplify rape allegations in the popular cultural imagination, confounds the distinction between victims and agents of sexual violence, and establishes certainty for potential victimizers who rely on it to convince themselves and (...) others that their partners implicitly or explicitly agreed to sex. In each of these cases, the power of consent rests in its tendency to obscure sexual violence in a set of questions around victimhood and agency, rather than to clarify whether or when it has occurred. Following in the critical contract tradition, this article argues that the optimistic attachment to the clarifying power of consent helps to explain the persistent commitment to better sexual consent as a ‘solution’ to the problems of rape and sexual violence, and that this ‘solution’ is insufficient to the task. (shrink)

Detailed examinations of scientific practice have revealed that the use of idealized models in the sciences is pervasive. These models play a central role in not only the investigation and prediction of phenomena, but in their received scientific explanations as well. This has led philosophers of science to begin revising the traditional philosophical accounts of scientific explanation in order to make sense of this practice. These new model-based accounts of scientific explanation, however, raise a number of key questions: Can the (...) fictions and falsehoods inherent in the modeling practice do real explanatory work? Do some highly abstract and mathematical models exhibit a noncausal form of scientific explanation? How can one distinguish an exploratory "how-possibly" model explanation from a genuine "how-actually" model explanation? Do modelers face tradeoffs such that a model that is optimized for yielding explanatory insight, for example, might fail to be the most predictively accurate, and vice versa? This chapter explores the various answers that have been given to these questions. (shrink)

We introduce what we call the Emergent Model of forgiving, which is a process-based relational model conceptualizing forgiving as moral and normative repair in the wake of grave wrongs. In cases of grave wrongs, which shatter the victim’s life, the Classical Model of transactional forgiveness falls short of illuminating how genuine forgiveness can be achieved. In a climate of persistent threat and distrust, expressions of remorse, rituals and gestures of apology, and acts of reparation are unable to secure the moral (...) confidence and trust required for moral repair, much less for forgiveness. Without the rudiments of a shared moral world — a world in which, at the very least, the survivor’s violation can be collectively recognized as a violation, and her moral status and authority collectively acknowledged and respected — expressions of remorse, gestures and rituals of apology, or promises of compensation have no authority as meaningful communicative acts with reparative significance. Accordingly, we argue that repair in the wake of traumatic violence involves ‘world-building,’ which supports the ability of survivors to move from despair to hope, from radical and disabling distrust to trust and engagement, and thus from impotence to effective agency. Our Emergent Model treats forgiveness as a slowly developing outcome of a series of changes in a person’s relationship to the trauma and its aftermath, in which moral agency is regained. We argue that forgiveness after grave wrongs and world-shattering harm, when it occurs, emerges from other phenomena, such as cohabitation within a community, gestures of reconciliation, working on shared projects, the developing of trust. On this view, forgiveness is an emergent phenomenon; it entails taking and exercising normative power—coming to claim one’s own moral authority in relation to oneself, one’s assailant, and one’s community. The processes that ultimately constitute forgiving are part and parcel of normative repair more broadly construed. (shrink)

Model-data symbiosis is the view that there is an interdependent and mutually beneficial relationship between data and models, whereby models are data-laden and data are model-laden. In this articl...

How can black feminist and women of color feminist theoretical interventions help create frameworks for discerning agentic action in the context of power, oppression, and violence? In this paper, I explore the social dimension of agency and argue that intention is not just authored by the agent as a function of practical reasoning, but is also socially authored through others' discernment and translation of her action. Further, when facilitated by reasoning designed to reinforce and rationalize systems of domination, social authoring (...) systematically distorts the intentions of some agents. Although some theorists have argued that those agents whose intentions are not recognized by others are forced to exercise a diminished agency, I contend that this account obscures agency that is practiced despite or through conditions of oppression. As an alternative, I propose that feminist of color theory that examines the structural and existential erasures of women of color maps a conceptual space to help us better discern agentic action that is practiced by those subjects whose acts are defined away from them. (shrink)

C.M. Concepcion's review of “Pornography: An Uncivil Liberty?” fundamentally misconstrues the position defended in that article. This paper examines possible sources of this misconstrual, focusing critical attention on the narrowly crafted, morally loaded notion of “pornography” that figures centrally in the original argument under review. Pornography is not a category of speech that can be characterized as having one crucial meaning or message, nor is the message of pornography easily identifiable in instances of pornographic speech. This raises the problem of (...) interpretive privilege, which haunts many of the antipornography arguments being offered in the contemporary debate, including the author's own earlier argument. (shrink)

Simulations using idealized numerical models can often generate behaviors or patterns that are visually very similar to the natural phenomenon being investigated and to be explained. The question arises, when should these model simulations be taken to provide an explanation for why the natural phenomena exhibit the patterns that they do? An important distinction for answering this question is that between ‘how-possibly’ explanations and ‘how-actually’ explanations. Despite the importance of this distinction there has been surprisingly little agreement over how exactly (...) this distinction should bedrawn. I shall argue that inadequate attention has been paid to the different contexts in which an explanation can be given and the different levels of abstraction at which the explanandum phenomenon can be framed. By tracing how scientists are using model simulations to explain a striking periodic banding of vegetation known as tiger bush, I will show how our understanding of the distinction between how-possibly and how-actually model explanations needs to be revised. (shrink)

In the spirit of explanatory pluralism, this chapter argues that causal and noncausal explanations of a phenomenon are compatible, each being useful for bringing out different sorts of insights. After reviewing a model-based account of scientific explanation, which can accommodate causal and noncausal explanations alike, an important core conception of noncausal explanation is identified. This noncausal form of model-based explanation is illustrated using the example of how Earth scientists in a subfield known as aeolian geomorphology are explaining the formation of (...) regularlyspaced sand ripples. The chapter concludes that even when it comes to everyday "medium-sized dry goods" such as sand ripples, where there is a complete causal story to be told, one can find examples of noncausal scientific explanations. (shrink)

The fact that the same equations or mathematical models reappear in the descriptions of what are otherwise disparate physical systems can be seen as yet another manifestation of Wigner's “unreasonable effectiveness of mathematics.” James Clerk Maxwell famously exploited such formal similarities in what he called the “method of physical analogy.” Both Maxwell and Hermann von Helmholtz appealed to the physical analogies between electromagnetism and hydrodynamics in their development of these theories. I argue that a closer historical examination of the different (...) ways in which Maxwell and Helmholtz each deployed this analogy gives further insight into debates about the representational and explanatory power of mathematical models. (shrink)

The article engages with feminist care theories and practices of community building in the context of armed conflict. Based on an ethnographic study of the security concerns of Israeli citizens living in the Gaza Envelope and their positions regarding the siege on Gaza, we find that in this region, vernacular security is closely linked with care, social reproduction and communitarianism. Communitarian ethics is intertwined with separatist, state-centred discourses on national ‘trauma and resilience’. In this context, Jewish-Israeli women care for their (...) own communities as a way to ensure survival and civilian resilience. They generally disengage from moral dilemmas concerning the suffering of Palestinians. On a deeper level, the practice of security as care combines the hegemonic Israeli security paradigm of women’s soldierhood with an institutional and cultural obsession with trauma-oriented activities. Showing strong ethno-nationalist identifications, these women tend to overlook and even support the state’s violent siege on Gaza, which is seen as a zero-sum game. We conclude that the gendered dimensions of communitarian ethics in Israel are relevant for understanding the limitations and challenges of contemporary cosmopolitan feminism and a global politics of care. (shrink)

Model-data symbiosis is the view that there is an interdependent and mutually beneficial relationship between data and models, whereby models are not only data-laden, but data are also model-laden or model filtered. In this paper I elaborate and defend the second, more controversial, component of the symbiosis view. In particular, I construct a preliminary taxonomy of the different ways in which theoretical and simulation models are used in the production of data sets. These include data conversion, data correction, data interpolation, (...) data scaling, data fusion, data assimilation, and synthetic data. Each is defined and briefly illustrated with an example from the geosciences. I argue that model-filtered data are typically more accurate and reliable than the so-called raw data, and hence beneficially serve the epistemic aims of science. By illuminating the methods by which raw data are turned into scientifically useful data sets, this taxonomy provides a foundation for developing a more adequate philosophy of data. (shrink)

: An examination of two thought experiments in contemporary physics reveals that the same thought experiment can be reanalyzed from the perspective of different and incompatible theories. This fact undermines those accounts of thought experiments that claim their justificatory power comes from their ability to reveal the laws of nature. While thought experiments do play a genuine evaluative role in science, they do so by testing the nonempirical virtues of a theory, such as consistency and explanatory power. I conclude that, (...) while their interpretation presupposes a whole set of background theories and putative laws, thought experiments nonetheless can evolve and be retooled for different theories and ends. (shrink)

The Bayesian model of multisensory cue integration proposed by Ernst and Banks provides an attractive model for understanding a way that our sensory systems may interact. Moreover, it has been suggested that the process of multisensory integration that it models underpins conscious experiences with multisensory representational contents merged across modalities. Should we therefore take empirical support for the Bayesian model as evidence of the multimodality of perception? Focusing on evidence of integration across vision and touch, I argue that apparent support (...) for the model does not warrant the rejection of the view that each of our conscious perceptual experiences is associated with one and only one sense modality. (shrink)

This paper examines the ‘justice’ and ‘care’ orientations in ethical theory as characterized in Carol Gilligan's research on moral development and the philosophical work it has inspired. Focus is placed on challenges to the justice orientation – in particular, to the construal of impartiality as the mark of the moral point of view, to the conception of moral judgment as essentially principle-driven and dispassionate, and to models of moral responsibility emphasizing norms of formal equality and reciprocity. Suggestions are made about (...) the implications of these challenges, and of the care orientation in ethics, for the ethical theory taught, the issues addressed, and the skills and sensitivities encouraged through bioethical education. Keywords: bioethical education, ethics of care, impartiality, moral judgment, moral psychology CiteULike Connotea Del.icio.us What's this? (shrink)

Resident-to-resident aggression is quite prevalent in long-term care settings. Within popular and empirical accounts, this form of aggression is most commonly attributed to the actions of an aberrant individual living with dementia characterized as the “violent resident.” It is often a medical diagnosis of dementia that is highlighted as the ultimate cause of aggression. This neglects the fact that acts of aggression are influenced by broader structural conditions. This has ethical implications in that the emphasis on individual aberration informs public (...) policy strategies for prevention with a focus on restricting the freedom of individuals using behavioural modification, drugs, or other restraints with the intent to protect others from harm. A more ethical approach requires attention to the structural conditions of long-term care that both foster aggression and constrain prevention efforts. To this end, we turn to a model of relational citizenship that offers a theory of embodied selfhood and relationality as essential to human dignity, thus entailing human rights protections. The application of an ethic based on this model offers a more holistic prevention strategy for resident-to-resident aggression by drawing attention to the critical need and obligation to promote human flourishing through system level efforts. (shrink)

In this discussion, I engage the politics of intention to explore how structural racism structures the production of meaning and the practice of reason. Building on María Lugones's analysis of intention formation as a form of practical reasoning, I explore the reasoning at work during the 2011 Stand Your Ground (SYG) hearing of black survivor of domestic violence, Marissa Alexander, to contend that structural racism—in this case, both intimate personal violence and intimate state violence against black women—enacts race/gender domination through (...) projecting constructed intentions onto black women as a strategy to rationalize punishing black women. I also discuss two key black feminist critiques of reason—Patricia Hill Collins’ discussion of “controlling images” (2000) and Michelle Cliff's concept of the “mythic mind” (1982)—to propose controlling intentions as a framework to theorize how structural racism produces fictive intentions used to rationalize the criminal punishment of survival and justify that outcome as common sense. (shrink)

This paper describes a long-standing, though little-known, debate between Paul Dirac and Werner Heisenberg over the nature of scientific methodology, theory change, and intertheoretic relations. Following Heisenberg’s terminology, their disagreements can be summarized as a debate over whether the classical and quantum theories are “open” or “closed.” A close examination of this debate sheds new light on the philosophical views of two of the great founders of quantum theory.

Trust is more than mere reliance on another person. To trust someone is to rely on her goodwill for the care of something valuable. It is to have a confident expectation that the other person will take care of the valuable thing because she recognizes its value to you. It is to expect her to take care of it because she recognizes that she should take care of it. Therefore trust is a robustly moral attitude.

The geosciences include a wide spectrum of disciplines ranging from paleontology to climate science, and involve studies of a vast range of spatial and temporal scales, from the deep-time history of microbial life to the future of a system no less immense and complex than the entire Earth. Modeling is thus a central and indispensable tool across the geosciences. Here, we review both the history and current state of model-based inquiry in the geosciences. Research in these fields makes use of (...) a wide variety of models, such as conceptual, physical, and numerical models, and more specifically cellular automata, artificial neural networks, agent-based models, coupled models, and hierarchical models. We note the increasing demands to incorporate biological and social systems into geoscience modeling, challenging the traditional boundaries of these fields. Understanding and articulating the many different sources of scientific uncertainty – and finding tools and methods to address them – has been at the forefront of most research in geoscience modeling. We discuss not only structuralmodel uncertainties, parameter uncertainties, and solution uncertainties, but also the diverse sources of uncertainty arising from the complex nature of geoscience systems themselves. Without an examination of the geosciences, our philosophies of science and our understanding of the nature of model-based science are incomplete. (shrink)

This book will be of particular interest to those philosophers, scientists, and mathematicians who are interested in the foundations of science.