Results for 'Kirsten Marie Raahauge'

565 found
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  1. FINANCIAL MANAGEMENT PRACTICES OF MICROENTERPRISES IN QUEZON CITY.Kirsten Gale B. Dolorso - 2023 - Get International Research Journal 1 (2).
    Most business in the Philippines is mostly in the microenterprise. Hence, this research was accomplished in order to assess the effectiveness of financial management practices of microenterprises in Quezon City. The city was selected as the locale of the research since there were various microenterprises built in this location. The respondents were classified according to the number of years in operation of their business, the number of employees, capitalization, and their source of funds. Additionally, the individual profile was also classified (...)
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  2. Mary Astell on Self-Government and Custom.Marie Jayasekera - 2023 - British Journal for the History of Philosophy 32 (3):452-472.
    This paper identifies, develops, and argues for an interpretation of Mary Astell’s understanding of self-government. On this interpretation, what is essential to self-government, according to Astell, is an agent’s responsiveness to her own reasoning. The paper identifies two aspects of her theory of self-government: an ‘authenticity’ criterion of what makes our motives our own and an account of the capacities required for responsiveness to our own reasoning. The authenticity criterion states that when our motives arise from some external source without (...)
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  3. The justification of reconstructive and reproductive memory beliefs.Mary Salvaggio - 2018 - Philosophical Studies 175 (3):649-663.
    Preservationism is a dominant account of the justification of beliefs formed on the basis of memory. According to preservationism, a memory belief is justified only if that belief was justified when it was initially held. However, we now know that much of what we remember is not explicitly stored, but instead reconstructed when we attempt to recall it. Since reconstructive memory beliefs may not have been continuously held by the agent, or never held before at all, a purely preservationist account (...)
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  4. An unstable environment: The economic case for getting asylum decisions right first time.Marie Oldfield - 2022 - Pro Bono Economics 1 (1).
    Marie Oldfield, Pro Bono Economics & Refugee Council. Over half the total applications for asylum the UK receives each year are initially rejected, yet nearly a third of these initial rejections are subsequently overturned on appeal. This process that fails to get decisions right first time imposes significant costs, not just on the applicants themselves, but also more widely on UK taxpayers. Asylum seekers are not entitled to welfare benefits nor employment except in some limited cases, and are often (...)
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  5. Ethical funding for trustworthy AI: proposals to address the responsibilities of funders to ensure that projects adhere to trustworthy AI practice.Marie Oldfield - 2021 - AI and Ethics 1 (1):1.
    AI systems that demonstrate significant bias or lower than claimed accuracy, and resulting in individual and societal harms, continue to be reported. Such reports beg the question as to why such systems continue to be funded, developed and deployed despite the many published ethical AI principles. This paper focusses on the funding processes for AI research grants which we have identified as a gap in the current range of ethical AI solutions such as AI procurement guidelines, AI impact assessments and (...)
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  6. Analytical Modelling and UK Government Policy.Marie Oldfield - 2021 - AI and Ethics 1 (1):1-16.
    In the last decade, the UK Government has attempted to implement improved processes and procedures in modelling and analysis in response to the Laidlaw report of 2012 and the Macpherson review of 2013. The Laidlaw report was commissioned after failings during the Intercity West Coast Rail (ICWC) Franchise procurement exercise by the Department for Transport (DfT) that led to a legal challenge of the analytical models used within the exercise. The Macpherson review looked into the quality assurance of Government analytical (...)
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  7. Call for Written evidence - Risk Assessment and Risk Planning.Marie Oldfield - 2021 - UK Government Risk Enquiry.
    Call for Written evidence - Risk Assessment and Risk Planning.
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  8. Unequal sample sizes and the use of larger control groups pertaining to power of a study.Marie Oldfield - 2016 - Dstl 1 (1).
    To date researchers planning experiments have always lived by the mantra that 'using equal sample sizes gives the best results' and although unequal groups are also used in experimentation, it is not the preferred method of many and indeed actively discouraged in literature. However, during live study planning there are other considerations that we must take into account such as availability of study participants, statistical power and, indeed, the cost of the study. These can all make allocating equal sample sizes (...)
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  9. The Metaphysics of Constitutive Mechanistic Phenomena.Marie I. Kaiser & Beate Krickel - 2017 - British Journal for the Philosophy of Science 68 (3).
    The central aim of this article is to specify the ontological nature of constitutive mechanistic phenomena. After identifying three criteria of adequacy that any plausible approach to constitutive mechanistic phenomena must satisfy, we present four different suggestions, found in the mechanistic literature, of what mechanistic phenomena might be. We argue that none of these suggestions meets the criteria of adequacy. According to our analysis, constitutive mechanistic phenomena are best understood as what we will call ‘object-involving occurrents’. Furthermore, on the basis (...)
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  10. Introduction.Alda Mari, Claire Beyssade & Fabio Del Prete - 2012 - In Alda Mari, Claire Beyssade & Fabio Del Prete (eds.), Genericity. Oxford: Oxford University Press. pp. 1-92.
    Introduction to genericity in the nominal, verbal and sentential domain.
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  11. Conflict Contagion.Marie Oldfield - 2015 - Institute of Mathematics and its Applications 1.
    With an increased emphasis on upstream activity and Defence Engagement, it has become increasingly more important for the UK Ministry of Defence (MOD) and government to understand the relationship between conflict and regional instability. As part of this process, the Historical and Operational Data Analysis Team (HODA) in Defence Science and Technology Laboratory (Dstl) was tasked to look at factors that influenced the regional spread of internal conflicts to help aid the decision making of government. Conflict contagion is the process (...)
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  12. The future of condition based monitoring: risks of operator removal on complex platforms.Marie Oldfield, Murray McMonies & Ella Haig - 2022 - AI and Society 2:1-12.
    Complex systems are difficult to manage, operate and maintain. This is why we see teams of highly specialised engineers in industries such as aerospace, nuclear and subsurface. Condition based monitoring is also employed to maximise the efficiency of extensive maintenance programmes instead of using periodic maintenance. A level of automation is often required in such complex engineering platforms in order to effectively and safely manage them. Advances in Artificial Intelligence related technologies have offered greater levels of automation but this potentially (...)
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  13. An Argument Against Drug Testing Welfare Recipients.Mary Jean Walker & James Franklin - 2018 - Kennedy Institute of Ethics Journal 28 (3):309-340.
    Programs of drug testing welfare recipients are increasingly common in US states and have been considered elsewhere. Though often intensely debated, such programs are complicated to evaluate because their aims are ambiguous – aims like saving money may be in tension with aims like referring people to treatment. We assess such programs using a proportionality approach, which requires that for ethical acceptability a practice must be: reasonably likely to meet its aims, sufficiently important in purpose as to outweigh harms incurred, (...)
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  14. Models and Analogies in Science.Mary Hesse - 1965 - British Journal for the Philosophy of Science 16 (62):161-163.
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  15. Cyber Security and Dehumanisation.Marie Oldfield - 2021 - 5Th Digital Geographies Research Group Annual Symposium.
    Artificial Intelligence is becoming widespread and as we continue ask ‘can we implement this’ we neglect to ask ‘should we implement this’. There are various frameworks and conceptual journeys one should take to ensure a robust AI product; context is one of the vital parts of this. AI is now expected to make decisions, from deciding who gets a credit card to cancer diagnosis. These decisions affect most, if not all, of society. As developers if we do not understand or (...)
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  16. Why interdisciplinary research in AI is so important, according to Jurassic Park.Marie Oldfield - 2020 - The Tech Magazine 1 (1):1.
    Why interdisciplinary research in AI is so important, according to Jurassic Park. -/- “Your scientists were so preoccupied with whether or not they could, they didn’t stop to think if they should.” -/- I think this quote resonates with us now more than ever, especially in the world of technological development. The writers of Jurassic Park were years ahead of their time with this powerful quote. -/- As we build new technology, and we push on to see what can actually (...)
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  17. Towards Pedagogy supporting Ethics in Analysis.Marie Oldfield - 2022 - Journal of Humanistic Mathematics 12 (2).
    Over the past few years we have seen an increasing number of legal proceedings related to inappropriately implemented technology. At the same time career paths have diverged from the foundation of statistics out to Data Scientist, Machine Learning and AI. All of these new branches being fundamentally branches of statistics and mathematics. This has meant that formal training has struggled to keep up with what is required in the plethora of new roles. Mathematics as a taught subject is still based (...)
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  18. Parliamentary Call for evidence Written evidence -Data Transparency and Accountability: Covid 19.Marie Oldfield - 2020 - UK Government.
    Call for evidence Written evidence - Data Transparency and Accountability: Covid 19 -/- .
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  19. Is Clayton correct to say that parental power should be constrained in the same way as state power, and for the same reasons?Marie Oldfield - manuscript
    This paper discusses Claytons theory on Comprehensive enrolment of children by their parents. This paper supports Claytons view that we should not enrol children. However, Cameron raises objections which cause problems for the application of this framework. Namely, the cost of giving up a belief, choices made for us in childhood and the application of the PRR (Public Reason Restriction) to the way the parent-child relationship should function. Some modifications to Clayton’s framework and further debate is required to fully address (...)
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  20. Women and special vulnerability: Commentary "On the principle of respect for human vulnerability and personal integrity," UNESCO, International Bioethics Committee report.Mary C. Rawlinson - 2012 - International Journal of Feminist Approaches to Bioethics 5 (2):174-179.
    In the past decade UNESCO has pursued a leadership role in the articulation of general principles for bioethics, as well as an extensive campaign to promulgate these principles globally.1 Since UNESCO's General Conference adopted the Universal Declaration on Bioethics and Human Rights in 2005, UNESCO's Bioethics Section has worked with member states to develop a "bioethics infrastructure." UNESCO also provides an "Ethics Teacher Training Course" to member states and disseminates a "core curriculum," primarily targeting medical students. The core curriculum orients (...)
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  21. Powerlessness and responsibility in twelve step narratives.Mary Jean Walker - 2014 - In Jerome A. Miller & Nicholas Plants (eds.), Sobering Wisdom: Philosophical explorations of twelve step spirituality. Charlottesville: University of Virginia Press. pp. 30-41.
    The literature of Twelve Step groups such as Alcoholics Anonymous contains apparently contradictory implications regarding powerlessness and personal responsibility. In this essay I examine the treatment of these concepts in Twelve Step literature and their implications for the self-conception of people in these programs. In the first section, I examine the literature to demonstrate that addicts are presented as powerless over, yet responsible for, their addictive behaviors. In the second section, I outline two potential ways people in Twelve Step programs (...)
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  22. Is Micheal Garnett's Theory of Coercion Correct.Marie Oldfield - manuscript
    What is coercion and why do we care? Coercion is widespread and used especially when raising children, but on its darker side coercion can have devastating consequences. We are worried about coercion as it can invalidate consent. This is seen in the USA where campus rape cases have soared in recent years and brought consent and coercion back to the forefront of debate. Coercion is a hotly debated legal, political and ethical concept. However, in all this debate we have seen (...)
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  23. Mr. G. E. Moore’s Discussion of Sense Data.Marie Collins Swabey, Joel Katzav & Dorothy Rogers - 2023 - In Joel Katzav, Dorothy Rogers & Krist Vaesen (eds.), Knowledge, Mind and Reality: An Introduction by Early Twentieth-Century American Women Philosophers. Cham: Springer. pp. 81-86.
    In this chapter, Mary Collins Swabey critiques G. E. Moore's discussion of sense data.
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  24. Is Anger Ever Appropriate.Marie Oldfield - manuscript
    Emotions are an everyday occurrence. Much work has been done into what the point of emotion is and what part emotions might play in our lives. The great impact emotions have on our lives means it’s not surprising that great philosophers have studied them over the centuries. Anger is an emotion that we encounter every day and most of us are very familiar with. Anger is a response to some ‘wrongfully’ inflicted damage to someone or something that one cares about. (...)
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  25. Is Belief Justified only if it qualifies as Knowledge.Marie Oldfield - manuscript
    In this paper I will first examine Williamsons case where he posits that ‘Justified Belief’ is not acceptable to use in the cases where one is deceived in some way, regardless of how the belief has been formed. Williamson aims to eradicate the use of the term ‘justified’ in these cases and instead impose the term unjustified but blameless. I counter this by suggesting that Williamson sets the bar too high to attain knowledge and does not give enough weight to (...)
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  26. The right to life : rethinking universalism in bioethics.Mary C. Rawlinson - 2010 - In Jackie Leach Scully, Laurel Baldwin-Ragaven & Petya Fitzpatrick (eds.), Feminist bioethics: at the center, on the margins. Baltimore: Johns Hopkins University Press. pp. 107-129.
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  27. CONCEIVING SELVES: What Pregnancy Can Teach Us about Ethics and Piety.Mary Nickel - 2021 - Journal of Religious Ethics 49 (2):337-357.
    Many ethics instructors turn to peculiar examples and cases to highlight ethical concerns about autonomy and collective goods. While these efforts are respectable, they lamentably reinforce the valorization of independence and the opposition of individuality to collectivity that are too prevalent in ethics today. Attending to the event of pregnancy would help overcome these troubles. By concentrating on pregnancy, we can better appreciate the dependence that is integral to the human experience, the discrete value of each individual, the possible noncompetition (...)
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  28. The Beatification Story of Irene Mary & Derrick Taylor.Irene Mary Taylor & Derrick Taylor - 2022 - Preston: Cometanica.
    The initial foundations to the notion that Cometan's grandparents, Irene Mary Taylor and Derrick Taylor, should be recognised for their life as laypeople in the Roman Catholic Church first emerged in January 2020 and October 2021 respectively. Irene Mary was well known for her devotion to Catholicism among her family and acquaintances, yet Cometan saw in her icon and life events an opportunity to reinvigorate Catholic fervour in England and abroad. In his own endeavour as a religious figure and philosopher (...)
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  29. Mechanisms and Laws: Clarifying the Debate.Marie I. Kaiser & C. F. Craver - 2013 - In Hsiang-Ke Chao, Szu-Ting Chen & Roberta L. Millstein (eds.), Mechanism and Causality in Biology and Economics. Dordrecht: Springer. pp. 125-145.
    Leuridan (2011) questions whether mechanisms can really replace laws at the heart of our thinking about science. In doing so, he enters a long-standing discussion about the relationship between the mech-anistic structures evident in the theories of contemporary biology and the laws of nature privileged especially in traditional empiricist traditions of the philosophy of science (see e.g. Wimsatt 1974; Bechtel and Abrahamsen 2005; Bogen 2005; Darden 2006; Glennan 1996; MDC 2000; Schaffner 1993; Tabery 2003; Weber 2005). In our view, Leuridan (...)
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  30. Strategic planning and staff management as determinants of post-graduate programmes' effectiveness in universities.Mary Mark Ogbeche, Kelechi Victoria Emeribe, Stella Asu-Okang, Caroline Ephraim Etim & Valentine Joseph Owan - 2021 - Universal Journal of Educational Research 9 (12):1962-1970.
    This study linked strategic planning and staff management relatively and cumulatively to the effectiveness of post-graduate programmes at two public Nigerian universities. The study was directed by the formulation and testing of three null hypotheses. The entire population of 157 administrators (including 24 deans and 133 HODs) participated in a survey, where a questionnaire was used to elicit responses. The questionnaire was designed by the researcher but validated by five experts. The reliability for internal consistency was determined using Cronbach’s alpha, (...)
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  31. The Components and Boundaries of Mechanisms.Marie I. Kaiser - 2017 - In Stuart Glennan & Phyllis McKay Illari (eds.), The Routledge Handbook of Mechanisms and Mechanical Philosophy. Routledge.
    Mechanisms are said to consist of two kinds of components, entities and activities. In the first half of this chapter, I examine what entities and activities are, how they relate to well-known ontological categories, such as processes or dispositions, and how entities and activities relate to each other (e.g., can one be reduced to the other or are they mutually dependent?). The second part of this chapter analyzes different criteria for individuating the components of mechanisms and discusses how real the (...)
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  32. Toward an Ethics of Place.Mary C. Rawlinson - 2006 - International Studies in Philosophy 38 (2):141-158.
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  33. Broadening the problem agenda of biological individuality: individual differences, uniqueness and temporality.Rose Trappes & Marie I. Kaiser - 2021 - Biology and Philosophy 36 (2):1-28.
    Biological individuality is a notoriously thorny topic for biologists and philosophers of biology. In this paper we argue that biological individuality presents multiple, interconnected questions for biologists and philosophers that together form a problem agenda. Using a case study of an interdisciplinary research group in ecology, behavioral and evolutionary biology, we claim that a debate on biological individuality that seeks to account for diverse practices in the biological sciences should be broadened to include and give prominence to questions about uniqueness (...)
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  34. What is an animal personality?Marie I. Kaiser & Caroline Müller - 2021 - Biology and Philosophy 36 (1):1-25.
    Individuals of many animal species are said to have a personality. It has been shown that some individuals are bolder than other individuals of the same species, or more sociable or more aggressive. In this paper, we analyse what it means to say that an animal has a personality. We clarify what an animal personality is, that is, its ontology, and how different personality concepts relate to each other, and we examine how personality traits are identified in biological practice. Our (...)
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  35. Individuating Part-whole Relations in the Biological World.Marie I. Kaiser - 2018 - In O. Bueno, R. Chen & M. B. Fagan (eds.), Individuation across Experimental and Theoretical Sciences. Oxford University Press.
    What are the conditions under which one biological object is a part of another biological object? This paper answers this question by developing a general, systematic account of biological parthood. I specify two criteria for biological parthood. Substantial Spatial Inclusionrequires biological parts to be spatially located inside or in the region that the natural boundary of t he biological whole occupies. Compositional Relevance captures the fact that a biological part engages in a biological process that must make a necessary contribution (...)
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  36. AMERICAN GOTHIC MAINSTREAM FICTION.Mary Strachan Scriver & Subhasis Chattopadhyay - unknown - Dissertation, Calcutta University
    This is my (Subhasis Chattopadhyay's) draft of PhD pre-submission. Dr. Scriver has (had) put it up online in her blog and I found it today, that is 1:06 pm, 28th May, 2017. I am grateful to her since intellectual ideas can otherwise be hijacked. She has done a wonderful editorial job.
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  37. Plantas de uso medicinal ou ritual numa feira livre no Rio de Janeiro, Brasil.Mary Margaret Stalcup & Meg Stalcup - 2000 - Dissertation, Universidade Federal Do Rio de Janeiro
    Este trabalho procura documentar as espécies e os usos de plantas vendidas por ervatários numa feira semanal do bairro da Tijuca na cidade do Rio de Janeiro. Foi realizado entre os meses de agosto/98 e agosto/99, e participaram da pesquisa quatro vendedores, com média de 15 anos de experiência no mercado, fornecendo as plantas e informações sobre seus nomes vulgares, usos e o preparo dos remédios. A feira foi visitada regularmente e os espécimes encontrados foram coletados, fotografados, herborizados e identificados (...)
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  38. The Limits of Reductionism in the Life Sciences.Marie I. Kaiser - 2011 - History and Philosophy of the Life Sciences 33 (4):453-476.
    In the contemporary life sciences more and more researchers emphasize the “limits of reductionism” (e.g. Ahn et al. 2006a, 709; Mazzocchi 2008, 10) or they call for a move “beyond reductionism” (Gallagher/Appenzeller 1999, 79). However, it is far from clear what exactly they argue for and what the envisioned limits of reductionism are. In this paper I claim that the current discussions about reductionism in the life sciences, which focus on methodological and explanatory issues, leave the concepts of a reductive (...)
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  39. Normativity in the Philosophy of Science.Marie I. Kaiser - 2019 - Metaphilosophy 50 (1-2):36-62.
    This paper analyzes what it means for philosophy of science to be normative. It argues that normativity is a multifaceted phenomenon rather than a general feature that a philosophical theory either has or lacks. It analyzes the normativity of philosophy of science by articulating three ways in which a philosophical theory can be normative. Methodological normativity arises from normative assumptions that philosophers make when they select, interpret, evaluate, and mutually adjust relevant empirical information, on which they base their philosophical theories. (...)
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  40. The Personalistic Conception of Nature.Mary Whiton Calkins & Joel Katzav - 2023 - In Joel Katzav, Dorothy Rogers & Krist Vaesen (eds.), Knowledge, Mind and Reality: An Introduction by Early Twentieth-Century American Women Philosophers. Cham: Springer. pp. 217-233.
    This chapter is Mary Whiton Calkins’ articulation and defense of the personalistic conception of reality.
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  41. From armchair to wheelchair: how patients with a locked-in syndrome integrate bodily changes in experienced identity.Marie-Christine Nizzi, Athena Demertzi, Olivia Gosseries, Marie-Aurélie Bruno, François Jouen & Steven Laureys - 2012 - Consciouness and Cognition 21 (1):431-437.
    Different sort of people are interested in personal identity. Philosophers frequently ask what it takes to remain oneself. Caregivers imagine their patients’ experience. But both philosophers and caregivers think from the armchair: they can only make assumptions about what it would be like to wake up with massive bodily changes. Patients with a locked-in syndrome (LIS) suffer a full body paralysis without cognitive impairment. They can tell us what it is like. Forty-four chronic LIS patients and 20 age-matched healthy medical (...)
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  42. Kant on Moral Agency and Women's Nature.Mari Mikkola - 2011 - Kantian Review 16 (1):89-111.
    Some commentators have condemned Kant’s moral project from a feminist perspective based on Kant’s apparently dim view of women as being innately morally deficient. Here I will argue that although his remarks concerning women are unsettling at first glance, a more detailed and closer examination shows that Kant’s view of women is actually far more complex and less unsettling than that attributed to him by various feminist critics. My argument, then, undercuts the justification for the severe feminist critique of Kant’s (...)
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  43. Freud, Foucault et les hystériques : résistance contre le pouvoir psychiatrique.Marie-Anne Perreault - 2020 - Ithaque 27 (Automne 2020):47-66.
    Le discours psychiatrique s’établit au XIXe siècle par un corps médical qui reproduit des relations de pouvoir : dans le cas de l’hystérie, le corps médical (majoritairement masculin) impose un discours de vérité sur un corps féminin qui est celui de la patiente. C’est la dimension genrée de ce phénomène que nous chercherons à clarifier en ce qui a trait aux relations de pouvoir, en avançant la thèse que les hystériques se dressent comme figure de résistance devant le pouvoir psychiatrique (...)
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  44.  70
    Complexity.Marie I. Kaiser - 2013 - In Dubitzsky, Wolkenhauer, Cho & Yokota (eds.), Encyclopedia of Systems Biology. Springer. pp. 456-460.
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  45.  72
    Complexity.Marie I. Kaiser - 2013 - In Dubitzsky, Wolkenhauer, Cho & Yokota (eds.), Encyclopedia of Systems Biology. Springer. pp. 456-460.
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  46.  11
    Complexity.Marie I. Kaiser - 2013 - In Dubitzsky, Wolkenhauer, Cho & Yokota (eds.), Encyclopedia of Systems Biology. Springer. pp. 456-460.
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  47. Engaged Solidaristic Research: Developing Methodological and Normative Principles for Political Philosophers.Marie-Pier Lemay - 2023 - Feminist Philosophy Quarterly 9 (4).
    Reshaping our methodological research tools for adequately capturing injustice and domination has been a central aspiration of feminist philosophy and social epistemology in recent years. There has been an increasingly empirical turn in recent feminist and political theorization, engaging with case studies and the challenges arising from conducting research in solidarity with unequal partners. I argue that these challenges cannot be resolved by merely adopting a norm and stance of deference to those in the struggle for justice. To conduct philosophical (...)
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  48. On the Limits of Causal Modeling: Spatially-Structurally Complex Biological Phenomena.Marie I. Kaiser - 2016 - Philosophy of Science 83 (5):921-933.
    This paper examines the adequacy of causal graph theory as a tool for modeling biological phenomena and formalizing biological explanations. I point out that the causal graph approach reaches it limits when it comes to modeling biological phenomena that involve complex spatial and structural relations. Using a case study from molecular biology, DNA-binding and -recognition of proteins, I argue that causal graph models fail to adequately represent and explain causal phenomena in this field. The inadequacy of these models is due (...)
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  49. Interdisciplinarity in Philosophy of Science.Marie I. Kaiser, Maria Kronfeldner & Robert Meunier - 2014 - Journal for General Philosophy of Science / Zeitschrift für Allgemeine Wissenschaftstheorie 45 (1):59-70.
    This paper examines various ways in which philosophy of science can be interdisciplinary. It aims to provide a map of relations between philosophy and sciences, some of which are interdisciplinary. Such a map should also inform discussions concerning the question “How much philosophy is there in the philosophy of science?” In Sect. 1, we distinguish between synoptic and collaborative interdisciplinarity. With respect to the latter, we furthermore distinguish between two kinds of reflective forms of collaborative interdisciplinarity. We also briefly explicate (...)
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  50. Government transparency and accountability during Covid 19: The data underpinning decisions.Marie Oldfield - 2021 - Https://Committees.Parliament.Uk/Publications/5076/Documents/50285/Default/.
    Government transparency and accountability during Covid 19: The data underpinning decisions.
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