The catalogue raisonné compiled by art scholars holds information about an artist’s work such as a painting’s image, medium, provenance, and title. The catalogue raisonné as a tangible asset suffers from the challenges of art authentication and impermanence. As the catalogue raisonné is born digital, the impermanence challenge abates, but the authentication challenge persists. With the popularity of artificial intelligence and its deep learning architectures of computer vision, we propose to address the authentication challenge by creating a new artefact for (...) the digital catalogue raisonné: a digital classification model. This digital classification model will help art scholars with new artwork claims via a tool that authenticates a proposed artwork with an artist. We create this tool by training a machine learning model with 90 artists having at least 150 artworks and achieve an accuracy of 87.31%. We use the ResNet Convolutional Neural Network to improve accuracy and number of artist classes over state-of-the-art artist classification experiments using the WikiArt database. We address inconsistencies in the way scholars approach artist classification by providing a consistent method to recreate our dataset and providing a consistent method to calculate performance metrics based on imbalanced data. (shrink)

How, and how well, do people switch between exploration and exploitation to search for and accumulate resources? We study the decision processes underlying such exploration/exploitation trade‐offs using a novel card selection task that captures the common situation of searching among multiple resources (e.g., jobs) that can be exploited without depleting. With experience, participants learn to switch appropriately between exploration and exploitation and approach optimal performance. We model participants' behavior on this task with random, threshold, and sampling strategies, and find that (...) a linear decreasing threshold rule best fits participants' results. Further evidence that participants use decreasing threshold‐based strategies comes from reaction time differences between exploration and exploitation; however, participants themselves report non‐decreasing thresholds. Decreasing threshold strategies that “front‐load” exploration and switch quickly to exploitation are particularly effective in resource accumulation tasks, in contrast to optimal stopping problems like the Secretary Problem requiring longer exploration. (shrink)

Although successive generations of digital technology have become increasingly powerful in the past 20 years, digital democracy has yet to realize its potential for deliberative transformation. The undemocratic exploitation of massive social media systems continued this trend, but it only worsened an existing problem of modern democracies, which were already struggling to develop deliberative infrastructure independent of digital technologies. There have been many creative conceptions of civic tech, but implementation has lagged behind innovation. This article argues for implementing one such (...) vision of digital democracy through the establishment of a public corporation. Modeled on the Corporation for Public Broadcasting in the United States, this entity would foster the creation of new digital technology by providing a stable source of funding to nonprofit technologists, interest groups, civic organizations, government, researchers, private companies, and the public. Funded entities would produce and maintain software infrastructure for public benefit. The concluding sections identify what circumstances might create and sustain such an entity. (shrink)

The use of brain scanning now dominates the cognitive sciences, but important questions remain to be answered about what, exactly, scanning can tell us. One corner of cognitive science that has been transformed by the use of neuroimaging, and that a scanning enthusiast might point to as proof of scanning's importance, is the study of face perception. Against this view, we argue that the use of scanning has, in fact, told us rather little about the information processing underlying face perception (...) and that it is not likely to tell us much more. (shrink)

Advances in machine learning and the development of very large knowledge graphs have accompanied a proliferation of ontologies of many types and for many purposes. These ontologies are commonly developed independently, and as a result, it can be difficult to communicate about and between them. To address this difficulty of communication, ontologies and the communities they serve must agree on how their respective terminologies and formalizations relate to each other. The process of coming into accord and agreement is called “harmonization.” (...) The Ontology Summit 2021 examined the overall landscape of ontologies, the many kinds of ontology generation and harmonization, as well as the sustainability of ontologies. The Communiqué synthesizes and summarizes the findings of the summit as well as earlier summits on related issues. One of the major impediments to harmonization is the relatively poor quality of natural language definitions in many ontologies. The summit surveyed the state of the art in natural language definition development, based on lexicographic principles, as well as examples of ongoing projects that are explicitly dealing with harmonization and sustainability. (shrink)

The speed and scale of the COVID‐19 pandemic has highlighted the limits of current health systems and the potential promise of non‐establishment research such as “DIY” research. We consider one example of how DIY research is responding to the pandemic, discuss the challenges faced by DIY research more generally, and suggest that a “trust architecture” should be developed now to contribute to successful future DIY efforts.

Here, we describe how Casas Grandes Medio period (AD 1200 to 1450) shamanic practices of the North American Southwest used tobacco shamanism, a ritual stance called the Tennessee Diviner (TD) posture, and cultural expectations to generate trance experiences of soul flight and divination. We introduce a conceptual model that holds that specific trance experiences are the emergent result of human minds interacting with additional factors including entheogens, cultural expectations, physiological states, postures/movement, and sound/stimulation. Experimental and ethnographic evidence indicates initiating trance (...) with either tobacco intoxication or the TD posture accompanied with a rapidly beating drum or rattle corresponds with perceptions of soul flight, transformation, and divination/information acquisition. Both have similar results but pairing them together as they were during the Medio period likely helped ensure the culturally desired trance experiences. This practice of mutually reinforcing factors was likely part of tobacco‐based shamanism found in other New World cultures as well. We suggest our general model can be applied to other contexts to examine how various aspects of trance induction interact to produce the cultural patterns (and resulting cosmological and spiritual frameworks) anthropologists have documented in other cultures. (shrink)

Themistius ran his philosophical school in Constantinople in the middle of the fourth century A.D. His paraphrases of Aristotle's writings are unlike the elaborate commentaries produced by Alexander of Aphrodisias, or the later Neoplatonists Simplicius and Philoponus. His aim was to provide a clear and independent restatement of Aristotle's text which would be accessible as an elementary exegesis. But he also discusses important philosophical problems, reports and disagrees with other commentaries including the lost commentary of Porphyry, and offers interpretations of (...) Plato. Themistius' paraphrase of Aristotle's On the Soul is his most important and influential work. It is also the first extant commentary on this work of Aristotle to survive from antiquity. A rival to that of Alexander of Aphrodisias, it represents one of the main interpretations of Aristotle's theory of the intellect, which was debated throughout the Middle Ages and the Renaissance. It continues to be an important text for the reconstruction of Aristotle's philosophical psychology today. (shrink)

Moral distress (MD) is well-documented within the nursing literature and occurs when constraints prevent a correct course of action from being implemented. The measured frequency of MD has increased among nurses over recent years, especially since the COVID-19 Pandemic. MD is less understood among nurse leaders than other populations of nurses. A qualitative systematic review was conducted with the aim to synthesize the experiences of MD among nurse leaders. This review involved a search of three databases (Medline, CINAHL, and APA (...) PsychINFO) which resulted in the retrieval of 303 articles. PRISMA review criteria guided authors during the article review and selection process. Following the review, six articles were identified meeting review criteria and quality was assessed using the Critical Appraisal Skills Programme (CASP) Checklist for qualitative studies. No ethical review was required for this systematic review. The six studies included in this review originated from the United States, Brazil, Turkey, and Iran. Leadership roles ranged from unit-based leadership to executive leadership. Assigned quality scores based upon CASP criteria ranged from 6 to 9 (moderate to high quality). Three analytical themes emerged from the synthesis: (1) moral distress is consuming; (2) constrained by the system; and (3) adapt to overcome. The unique contributors of MD among nurse leaders include the leadership role itself and challenges navigating moral situations as they arise. The nurse leader perspective should be considered in the development of future MD interventions. (shrink)

Andy believes that p because his tarot cards indicate that p. Betty believes that ∼p because her crystal ball reveals that ∼p. If Andy and Betty know that they disagree, and disagree because they engage in different practices, is Andy's belief that p rational? The answer depends in part on whether Andy has good reasons to think that reading tarot cards is reliable about the topic while reading crystal balls is not. If a person has good reasons to believe that (...) practice P1 is reliable while a competing practice P2 is not, then it is not irrational to form beliefs by engaging in P1. What if a person does not have good reasons to think that one practice is reliable about a topic while competing practices are not, though? In such cases, would Andy's awareness of the existence of competing practices, on its own, be enough to render his belief that p irrational? (shrink)

Superior motor task success has been correlated with participants’ self-reports of a larger-than-actual size of a sport-related target. In the present study, we examined whether a putting practice condition with greater success would differentially impact participants’ self-reported perceptions of the size of the putting hole during acquisition and retention. We randomly assigned participants to one of three different practice conditions and had them self-report their perceived size of the putting hole upon completion of each required putting distance. Although there were (...) no statistically significant differences between motor task success in the acquisition or retention period for the practice conditions, self-reported perceptions of target size were impacted by practice condition. During the acquisition period, participants in the self-controlled success and success-late conditions self-reported that the putting hole was larger than did participants in the success-early condition. In the retention period, participants in the self-controlled success condition perceived the target as larger than those in the success-early condition. These findings are the first to show that practice condition, independent of task success, differentially impacted self-reported perception of a target size. (shrink)

_Humanizing Education_ offers historic examples of humanizing educational spaces, practices, and movements that embody a spirit of hope and change. From Dayton, Ohio, to Barcelona, Spain, this collection of essays from the _Harvard Educational Review_ carries readers to places where people have first imagined—and then organized—their own educational responses to dehumanizing practices and conditions. Contributors include Montse Sánchez Aroca, William Ayers, Kathy Boudin, Fernando Cardenal, Jeffrey M. R. Duncan-Andrade, Marco Garrido, Jay Gillen, Maxine Greene, Kathe Jervis, Nancy Uhlar Murray, Valerie (...) Miller, Wendy Ormiston, Ana Y. Ramos-Zayas, Vanessa Siddle Walker, Arthur E. Thomas, and Travis Wright. (shrink)

Intuitions about arguments are an important source of evidence in epistemology. In this paper, I consider a principle defended recently: Necessarily, an argument P therefore C is justification-affording for subject S only if S justifiably believes that if P, then C. Cling presents an argument for . is important because its truth is inconsistent with many plausible epistemological theories, including standard reliabilism and even some forms of internalist foundationalism. I will argue that non-skeptical epistemologists should find Cling's argument unconvincing. Further, (...) I will briefly argue that is false. (shrink)

There are two basically different sorts of theory of meaning and the sort of theory one adopts has a great deal to do with the view one takes of the learning of language. Corresponding to the two kinds of theory of meaning two theories of the learning of language are delineated and the issues that are disputed by them clarified. The logical question of whether each theory is intelligible in itself is first discussed, and, it being concluded that both are (...) genuine empirical hypotheses, an examination is made of psychological grounds for preferring one or the other. While no final decision is arrived at, it is argued that there are grounds for preferring one of the theories. (shrink)

Maurice Dobb was the foremost Marxian economist of his generation in Britain. He was noted for his contributions to value theory, the theory of economic planning and the analysis of Soviet economic development. This set will re-issue 7 of his most important works.

This paper studies consumers’ reactions and resistance to being responsibilized for making climate-friendly food choices. While resistance to consumer responsibilization has been studied from an individual experiential perspective, we examine its collective characteristics. We do this by tracing the controversial marketing campaign of a Swedish poultry producer, encouraging consumers to “do something simple for the climate” by eating chicken rather than beef. In our analysis of social media comments and formal complaints to the consumer protection authority, we mobilize Foucault’s notion (...) of counter-conduct to analyse subtle forms of resistance to consumer responsibilization. We identified four interrelated yet distinct forms of consumer counter-conduct: _challenging truth claims, demanding ‘more,’ constructing ‘the misled consumer,’_ and _rejecting vilification._ By theorizing these counter-conducts, we demonstrate how consumers collectively contested both the means and ends of responsibilization—but not the underlying premise of individualized responsibility. Thus, our study helps to explain how consumers’ resistance reproduces, rather than undermines, responsibilization. (shrink)

Proponents of the causal theory of perception have applied the theory to questions about which particular objects or events are perceived, which parts are perceived, and which properties are perceived. In each case they insist that successful perception is causally dependent on what is perceived. The causal theory rests on an important insight regarding the information-carrying role of perception. In order to succeed in this role, perception cannot be grounded in spurious correlations. But we can respect this insight without embracing (...) the idea that a successful percept must be causally dependent on what is perceived. A correlation in nature can also be genuine or lawful when it arises from a common cause. I show how successful perception is frequently achieved through correlation via a common cause. (shrink)

The great political ideas and movements of the modern world were founded on a promise of universal emancipation. But in recent decades, much of the Left has grown suspicious of such aspirations. Critics see the invocation of universality as a form of domination or a way of speaking for others, and have come to favor a politics of particularism—often derided as “identity politics.” Others, both centrists and conservatives, associate universalism with twentieth-century totalitarianism and hold that it is bound to lead (...) to catastrophe. This book develops a new conception of universality that helps us rethink political thought and action. Todd McGowan argues that universals such as equality and freedom are not imposed on us. They emerge from our shared experience of their absence and our struggle to attain them. McGowan reconsiders the history of Nazism and Stalinism and reclaims the universalism of movements fighting racism, sexism, and homophobia. He demonstrates that the divide between Right and Left comes down to particularity versus universality. Despite the accusation of identity politics directed against leftists, every emancipatory political project is fundamentally a universal one—and the real proponents of identity politics are the right wing. Through a wide range of examples in contemporary politics, film, and history, Universality and Identity Politics offers an antidote to the impasses of identity and an inspiring vision of twenty-first-century collective struggle. (shrink)

Incompatibilism about responsibility and determinism is sometimes directly construed as the thesis that if we found out that determinism is true, we would have to give up the reactive attitudes. Call this "the consequence". I argue that this is a mistake: the strict modal thesis does not entail the consequence. First, some incompatibilists (who are also libertarians) may be what we might call *resolute responsibility theorists* (or "flip-floppers"). On this view, if we found out that determinism is true, this would (...) not be to find out that no one is responsible; instead, what this would suggest is that incompatibilism is after all false. Second, some incompatibilists may instead deny the claim that if we found out that no one deserves the reactiveattitudes, we would have to give up the reactive attitudes. Call this position *innocent incompatibilism*. I explore several different reasons why the fact that no one deserves the reactive attitudes likely does not translate into a requirement for us to give up the reactive attitudes. The upshot: incompatibilism may be practically irrelevant, even if true. (shrink)

This note is in answer to some criticisms by professor mundle of dobb's work on the above topic. he first presents a general argument, relevant to those criticisms, regarding the physical significance of the fifth dimension. (staff).

This article seeks to provide a fuller account of the philosophy of religion of the Marburg Neo-Kantian, Paul Natorp (1854–1924), than has hitherto been available. It does so by describing important changes in Natorp’s thinking about religion between the publication of his early book, Religion innerhalb der Grenzen der Humanität (1894), and later writings in which he espouses a version of logos-mysticism strikingly at odds with the concept of a “religion of reason” put forward by his long-time Marburg colleague, Hermann (...) Cohen (1842–1918). These differences are analyzed in relation to these two thinkers’ divergent views on philosophical systematics, and their respective experiences of the First World War. (shrink)

This article seeks to provide a fuller account of the philosophy of religion of the Marburg Neo-Kantian, Paul Natorp (1854–1924), than has hitherto been available. It does so by describing important changes in Natorp’s thinking about religion between the publication of his early book, Religion innerhalb der Grenzen der Humanität (1894), and later writings in which he espouses a version of logos-mysticism strikingly at odds with the concept of a “religion of reason” put forward by his long-time Marburg colleague, Hermann (...) Cohen (1842–1918). These differences are analyzed in relation to these two thinkers’ divergent views on philosophical systematics, and their respective experiences of the First World War. (shrink)

While there has been a great deal of discussion of whether and when beliefs formed in an epistemically circular manner can be justified, there has been almost no discussion of exactly which beliefs are formed in a circular manner. These discussions have tended to focus on an extremely limited number of intuitively-identified paradigm examples concerning attempts to establish the reliability of a method of belief formation. Here, I seek to answer a prior analytical question about the nature of epistemic circularity (...) by developing a criterion which sorts epistemically circular beliefs from non-epistemically circular beliefs. (shrink)

Few other social technologies and institutions are more consequential to human societies than money. Yet money remains a deeply perplexing phenomenon. On the one hand, it is a pan-human system of valuation, but on the other, it is conventional and variable in its uses. While it is controversial if money instantiates a fully-fledged sign system, it is rife with semiotic capacities. To present an illuminating analysis of money is thus a test case for the Motivation & Sedimentation Model (MSM) of (...) meaning making, with roots in the phenomenology of Husserl and Merleau-Ponty. Using MSM, we analyze two origin accounts of money: the commodity money account evidenced in archaic and classical Greek coinage, and the credit money account exemplified by early findings in Mesopotamia. Both accounts focus on the interactions between the three levels of MSM: the pre-signitive Embodied, the cultural Sedimented, and the interactional Situated levels of meaning and propose different series of “loops” to account for the genesis of money. Despite key differences in the two origins, both imply semiotic processes operating according to motivated, and hence non-arbitrary, conventions developing within institutional formations that ultimately influenc present-day concepts of money. (shrink)

Everyday identity change is common after conflict, as people attempt to move away from oppositional group relations and closed group boundaries. This article asks how it scales up and out to impact these group relations and boundaries, and what stops this? Theoretically, the article focusses on complex oppositional configurations of groupness, where relationality and feedback mechanisms (rather than more easily measured variables) are crucial to change and continuity, and in which moral authority is a key node of reproduction. It uses (...) the normatively weighted concept of transformation to augment existing research on boundary and identity change, while elaborating it to recognise the role of everyday agency in furthering change and moral inertia in impeding it. Substantively, the article compares the processes of everyday transformation of groupness in three cases that are very similar in historical depth, social embeddedness, symbolic opposition and everyday change, but very different in time-scale and with contrasting outcomes: successful transformation of reformation religious groupness; partial transformation of national groupness; and failed transformation of complexly-configured ethnic groupness in Northern Ireland. This allows tracing of the patterns and mechanisms at work. To anticipate, the article argues that everyday identity change can erode the moral authority of groupness. Its impact is generational and dependent on institutional linkages. The article highlights the importance of moral mechanisms as drivers of and obstacles to change; and it suggests ways that the obstacles could be overcome by radical policy interventions. (shrink)

In this contribution, Sharon Todd moves beyond the bounds of what she calls “strong” instrumentalism (one that posits education in a mechanistic fashion and operates politically through a marrying of national educational policies with economic interests) and explores the intrinsic purpose of educational practice specifically through an aesthetic lens. Todd considers how two art projects by the feminist art collective Sisters Hope offer a way of theorizing instrumentalism in a “weak” sense — that is, an instrumentalism that sees (...) pedagogical practices not in terms of social function, but as that which gives form to specifically educational (not social or economic) ideas. She does this by drawing parallels between education and art as fields of practice, informed by notions of experience, relation, and formation/transformation. Drawing on John Dewey's aesthetics and Nicolas Bourriaud's relational aesthetics, Todd argues how these notions are central to an understanding of “weak” instrumentalism in education. (shrink)

I answer Alvin Plantinga's challenge to provide a ‘proper’ de jure objection to religious belief. What I call the ‘sophisticates’ evidential objection' concludes that sophisticated Christians lack epistemic justification for believing central Christian propositions. The SEO utilizes a theory of epistemic justification in the spirit of the evidentialism of Richard Feldman and Earl Conee. I defend philosophical interest in the SEO against objections from Reformed epistemology, by addressing Plantinga's criteria for a proper de jure objection, his anti-evidentialist arguments, and the (...) relevance of ‘impulsional evidence’. I argue that no result from Plantinga-style Reformed epistemology precludes the reasons I offer in favour of giving the SEO its due philosophical attention. (shrink)

Recently, philosophers have turned their attention to the question, not when a given agent is blameworthy for what she does, but when a further agent has the moral standing to blame her for what she does. Philosophers have proposed at least four conditions on having “moral standing”: -/- 1. One’s blame would not be “hypocritical”. 2. One is not oneself “involved in” the target agent’s wrongdoing. 3. One must be warranted in believing that the target is indeed blameworthy for the (...) wrongdoing. 4. The target’s wrongdoing must some of “one’s business”. -/- These conditions are often proposed as both conditions on one and the same thing, and as marking fundamentally different ways of “losing standing.” Here I call these claims into question. First, I claim that conditions (3) and (4) are simply conditions on different things than are conditions (1) and (2). Second, I argue that condition (2) reduces to condition (1): when “involvement” removes someone’s standing to blame, it does so only by indicating something further about that agent, viz., that he or she lacks commitment to the values that condemn the wrongdoer’s action. The result: after we clarify the nature of the non-hypocrisy condition, we will have a unified account of moral standing to blame. Issues also discussed: whether standing can ever be regained, the relationship between standing and our "moral fragility", the difference between mere inconsistency and hypocrisy, and whether a condition of standing might be derived from deeper facts about the "equality of persons". (shrink)

This book launches a sustained defense of a radical interpretation of the doctrine of the open future. Patrick Todd argues that all claims about undetermined aspects of the future are simply false.

Despite creating vast inequalities and propping up reactionary world regimes, capitalism has many passionate defenders—but not because of what it withholds from some and gives to others. Capitalism dominates, Todd McGowan argues, because it mimics the structure of our desire while hiding the trauma that the system inflicts upon it. People from all backgrounds enjoy what capitalism provides, but at the same time are told more and better is yet to come. Capitalism traps us through an incomplete satisfaction that (...) compels us after the new, the better, and the more. Capitalism's parasitic relationship to our desires gives it the illusion of corresponding to our natural impulses, which is how capitalism's defenders characterize it. By understanding this psychic strategy, McGowan hopes to divest us of our addiction to capitalist enrichment and help us rediscover enjoyment as we actually experienced it. By locating it in the present, McGowan frees us from our attachment to a better future and the belief that capitalism is an essential outgrowth of human nature. From this perspective, our economic, social, and political worlds open up to real political change. Eloquent and enlivened by examples from film, television, consumer culture, and everyday life, Capitalism and Desire brings a new, psychoanalytically grounded approach to political and social theory. (shrink)

It is widely accepted that there is what has been called a non-hypocrisy norm on the appropriateness of moral blame; roughly, one has standing to blame only if one is not guilty of the very offence one seeks to criticize. Our acceptance of this norm is embodied in the common retort to criticism, “Who are you to blame me?”. But there is a paradox lurking behind this commonplace norm. If it is always inappropriate for x to blame y for a (...) wrong that x has committed, then all cases in which x blames x (i.e. cases of self-blame) are rendered inappropriate. But it seems to be ethical common-sense that we are often, sadly, in position (indeed, excellent, privileged position) to blame ourselves for our own moral failings. And thus we have a paradox: a conflict between the inappropriateness of hypocritical blame, and the appropriateness of self-blame. We consider several ways of resolving the paradox, and contend none is as defensible as a position that simply accepts it: we should never blame ourselves. In defending this startling position, we defend a crucial distinction between self-blame and guilt. (shrink)