Scientific Metamethodology

Philosophers of science regularly use scientific publications in their research. To make their analyses of the literature more thorough, some have begun to use computational methods from the digital humanities. Yet this creates a tension: it’s become a truism in science studies that the contents of scientific publications do not accurately reflect the complex realities of scientific investigation. In this paper, we outline existing views on how scientific publications fit into the broader picture of science as a system of practices, (...) and find that none of these views exclude articles as valuable sources for philosophical inquiry. Far from ignoring the gap between texts and practice, proper use of DH tools requires, and can even contribute to, our understanding of that gap and its implications. (shrink)

La méthodologie, dans le renseignement, comprend les méthodes utilisées pour prendre des décisions sur les menaces, en particulier dans la discipline de l'analyse du renseignement. L'énorme volume d'informations collectées par les agences de renseignement les met souvent dans l'incapacité de les analyser toutes. La nature et les caractéristiques des informations collectées ainsi que leur crédibilité ont également un impact sur l'analyse du renseignement. Le paramètre de capacité est essentiel pour la compréhension actuelle de la menace.Les analystes utilisent deux approches pour (...) évaluer la capacité: utiliser des mesures indirectes et des mesures proxy. Les mesures indirectes sont des mesures indirectes utilisées pour effectuer des déductions de capacité. DOI: 10.13140/RG.2.2.18134.37441. (shrink)

L'analyse du renseignement présente de nombreuses similitudes épistémologiques importantes avec la science (résolution de problèmes, découverte, utilisation habile des outils, vérification des demandes de connaissances) et s'intéresse davantage aux connaissances a posteriori qu'aux a priori sur la manière ou la base sur laquelle une proposition peut être connue. Tant l'analyse du renseignement que la science se concentrent sur les connaissances acquises à partir d'observations empiriques, connaissances qui sont typiquement a posteriori. La métaphore du puzzle est utilisée à la fois dans (...) le renseignement et l'archéologie. Les deux disciplines impliquent la collecte de preuves pour construire une image aussi complète que possible. DOI: 10.13140/RG.2.2.16740.09603 . (shrink)

Le modèle atomique de Bohr a été l'un des exemples les plus brillants de la méthodologie des programmes de recherche d'Imre Lakatos. Les grandes lignes du programme de recherche de Bohr (Bohr 1913) peuvent être caractérisées par : 1. Le problème initial ; 2. Ses heuristiques négatives et positives ; 3. Les problèmes qu'il a tenté de résoudre au cours du développement ; 4. Son point de dégénérescence (point de saturation) et, enfin, 5. Le programme par lequel il a été (...) remplacé. 10.13140/RG.2.2.21718.68166 . (shrink)

Les services de renseignement sont des agences gouvernementales chargées de la collecte et de l'analyse du renseignement sensible afin de garantir la sécurité et la défense nationales. Les méthodes d'obtenir le renseignement peuvent inclure l'espionnage, l'interception de communications, l'analyse cryptographique, la coopération avec d'autres institutions et l'évaluation des sources publiques. Les services de renseignement se concentrent actuellement sur la lutte contre le terrorisme, ne laissant que relativement peu de ressources pour surveiller les autres menaces à la sécurité. DOI: 10.13140/RG.2.2.21302.45126.

“Open access” has become a central theme of journal reform in academic publishing. In this article, I examine the consequences of an important technological loophole in which publishers can claim to be adhering to the principles of open access by releasing articles in proprietary or “locked” formats that cannot be processed by automated tools, whereby even simple copy and pasting of text is disabled. These restrictions will prevent the development of an important infrastructural element of a modern research enterprise, namely, (...) scientific data science, or the use of data analytic techniques to conduct meta-analyses and investigations into the scientific corpus. I give a brief history of the open access movement, discuss novel journalistic practices, and an overview of data-driven investigation of the scientific corpus. I argue that particularly in an era where the veracity of many research studies has been called into question, scientific data science should be one of the key motivations for open access publishing. The enormous benefits of unrestricted access to the research literature should prompt scholars from all disciplines to reject publishing models whereby articles are released in proprietary formats or are otherwise restricted from being processed by automated tools as part of a data science pipeline. (shrink)

The “reproducibility crisis” has been a highly visible source of scientific controversy and dispute. Here, I propose and review several avenues for identifying and prioritizing research studies for the purpose of targeted validation. Of the various proposals discussed, I identify scientific data science as being a strategy that merits greater attention among those interested in reproducibility. I argue that the tremendous potential of scientific data science for uncovering high-value research studies is a significant and rarely discussed benefit of the transition (...) to a fully open-access publishing model. (shrink)

The replication crisis has prompted many to call for statistical reform within the psychological sciences. Here we examine issues within Frequentist statistics that may have led to the replication crisis, and we examine the alternative—Bayesian statistics—that many have suggested as a replacement. The Frequentist approach and the Bayesian approach offer radically different perspectives on evidence and inference with the Frequentist approach prioritising error control and the Bayesian approach offering a formal method for quantifying the relative strength of evidence for hypotheses. (...) We suggest that rather than mere statistical reform, what is needed is a better understanding of the different modes of statistical inference and a better understanding of how statistical inference relates to scientific inference. (shrink)

This article argues that non-ideal theory fails to deliver on its promise of providing a more accurate account of the real world by which philosophers can address problems of racism, sexual violence, and poverty. Because non-ideal theory relies on abstractions of groups which are idealized as causes for social phenomena, non-idealists imagine that categories like race or gender predict how groups behave in the real world. This article maintains that non-idealist abstractions often result in inaccuracy and makes the case that (...) empirically informed theories and group-based analyses are needed to correct the course of race-gender theory. (shrink)

CAMILO, Bruno. O anarquismo e o estímulo à inovação científica. In: SOUZA, Poliana Mendes de. (org.). Inovação na educação superior brasileira: metodologia e casos. Recife: Even3 Publicações, 2021. p. 57-73. -/- Este trabalho, inserido na subárea da filosofia da ciência, possui como tema principal o “anarquismo metodológico” tal como é apresentado pelo filósofo da ciência Paul Feyerabend. O objetivo geral é apresentar o modo como o “anarquismo metodológico”, tal como exposto em Feyerabend (2007), pode contribuir para resolver o problema da (...) “educação científica” e estimular a inovação ou mudança, para em seguida refletir sobre a possibilidade de aplicar o “anarquismo metodológico” nas escolas do Brasil. Tal reflexão será pertinente se consideradas as dificuldades que afligem a “educação científica” no Brasil, sobretudo aquelas que dizem respeito a falta de desenvolvimento da inovação científica e tecnológica do país. (shrink)

The aim of this paper is to give an account of the change in Feyerabend's philosophy that made him abandon methodological monism and embrace methodological pluralism. In this paper I offer an explanation in terms of a simple model of 'change of belief through evidence'. My main claim is that the evidence triggering this belief revision can be identified in Feyerabend's technical work in the interpretation of quantum mechanics, in particular his reevaluation of Bohr's contribution to it. This highlights an (...) under-appreciated part of Feyerabend's early work and makes it central to an understanding of the dynamics in his overall philosophy of science. (shrink)

Bilimi ve bilimsel bilgiyi kültür, değer ve öznel yargılardan izole ederek nesnel bir şekilde ortaya koyabilmeye yönelik hararetli tartışmaların yaşandığı yirminci yüzyıl bilim anlayışının temel gayesi, deney ve gözleme tabi olabilecek fiziki dünyadaki olguları, mantıksal çözümlemeye tabi tutarak birleştirilmiş bilime ulaşmaktır. Bu amaca giden yolda olgulara dayanmayan ve sınanamayan her türlü metafizik öge yok sayılır. Bilimsel bilginin sadece deney ve gözleme tabi olana, diğer bir deyişle olgu verilerine dayandığı iddiasını taşıyan bu düşünce sistemi, özellikle Viyana Çevresi üyeleri tarafından benimsenmiştir. Bu (...) bakımdan Çevre üyelerinin bilimsellik anlayışındaki temel ölçüt olgulara dayanan önermelerin ya da yargıların doğrulanabilmesidir. Bilimsel bilginin sadece olgusal dünyanın gözlemlenmesi ve bu gözlem sonucunda ortaya konulan önermelerin ya da ifadelerin doğrulanmasıyla sağlandığını düşünen Çevre üyelerinin bu savlarındaki amacı bilimi ve onun bilgisini her türlü kültür ve değer alanından uzaklaştırarak metafiziksel unsurlardan arındırılmış nesnel bilgiye ulaşmaktır. Çevre üyelerinin birçoğu bilim alanı içerisinde tartışmaya yol açan meselelerin aslında metafiziksel içerikli ve dolayısıyla bunların görünüşte problemler olduğunu belirterek bu tartışmaların bilimsel bilginin gelişimi önünde bir engel oluşturacağı kanaatindedir (Hızır, 1965, s. 254). Söz gelimi, Carnap’a göre, metafizik ögeler olgusal içeriğe sahip olmadığı ve sınanabilir nitelikte olmadıkları için bilim alanı içerisinde değerlendirilemez. Bu nedenle, metafizik ögeler hem doğrulanması mümkün olmadığı hem de dilin mantıksal dizimine genellikle uymadığı gerekçesiyle anlamsızdır (Öztürk, 2011, s. 155). Bu bakımdan Çevre üyelerine göre, olgulara dayanmayan ve bilimde yanılsamalara yol açan metafizik söylemler bilimden ayıklanmalı ve bilimsel bilgi ancak olgu ve deneye dayanan önermeler üzerinden yürütülmelidir. Öte yandan Çevre düşünürleri mantıksal çözümleme yoluyla olgulara dayanan önermelerin metafiziksel unsurlar içeren önermelerden ayırt edilebileceğini ifade etmiştir. Bu bağlamda metafizik önermeleri, metafizik olmayan önermelerden ayırt edecek ölçütün doğrulanabilirlik olduğunu savunurlar. Çevre üyelerinin bu tutumları bir bakıma bilim ve sözde bilim arasında ayrım yapma ve metafiziği bilimin dışında tutma çabası olarak da değerlendirilebilir (Kabadayı, 2011, s. 39-40). Yirminci yüzyıl bilim anlayışında bilimsel etkinlikte gözlemin ve gözlemi yürüten bilim insanlarının dolaysız öznel duyu verileriyle ilişkili olduğu bu nedenle gözlem verilerinin psikolojizmin etkisinde olduğu fikri ortaya atılır. Başta Neurath olmak üzere dönemin bilim felsefecileri bilimsel bilginin kültür, değer ve psikoloji gibi öznel unsurlardan uzaklaştığı sürece değerli olduğu kanısında olduğu için bu fikre karşı çıkmaktadır (Gillies, 2018, s. 123). Görüldüğü üzere, Çevre üyelerinin temel amacı metafizik önermelerden arındırılmış, olgulara dayanan bir bilime ulaşmaktır. Bu amacın gerçekleşmesine olanak sağlayacak yöntem ise mantıksal çözümlemedir. Bu bağlamda Çevre üyeleri olgulara dayanan ve doğrulanabilen önermelerin, söz dizimi (sentaks) ve anlamsal (semantik) açıdan incelemeye tabi tutulması gerektiğini düşünmektedir (Yardımcı, 2018, s. 13-15). Özellikle Carnap (1935, s. 9-10) doğrulamanın ancak öne sürülen önermenin mantıksal analize tabi tutularak yapılması gerektiğini iddia etmiştir (Irzık, 1962, s. 65). Bununla birlikte, felsefenin işlevi, önermeleri mantıksal analize tabi tutarak yalın hale getirmektir. İşte felsefenin bu yönü Neurath’da bilimin birliği, Carnap’ta ise bilimin sentaksı, yani bilimin mantığı üzerine çalışma anlamına gelir (Hızır, 1965, s. 252). Bilimi, bilim olmayandan ayırma yöntemi olarak kullanılan doğrulama işlemi, teorik bir söylem ve gözlem önermesi arasında yapılan bir işlem olması bakımından mantıksal ve dilsel bir özellik taşır. Buradaki temel sorun ise teorik bir önermenin gözlem önermelerine indirgenebilir nitelikte olması ve gözlem önermelerinin, gözlem ile nasıl ilişki kurduğunu saptamaktır. İşte Viyana Çevresi üyeleri bu ilişkinin protokol önermeleri ile kurulduğu kanaatindedir (Ural, 2012, s. 105-107) çünkü onlara göre; öznelerarası bir bilimin sağlanması için yansız ve anlam karmaşasından arındırılmış bir dil gereklidir (Serin, 2015, s. 55). Bu dil de ancak protokol önermeler aracılığıyla kurulabilir. Bu bağlamda Çevre üyelerinin, metafiziksel ifadeler barındıran önermelerin anlamsızlığı ve bilimleri ortak bir paydada birleştiren fiziksel bir dil oluşturma olmak üzere iki temel hedefinin olduğu söylenebilir (Godfrey-Smith, 2003, s. 25; Salgar, 2012, s. 187). (shrink)

While science is taken to differ from non-scientific activities in virtue of its methodology, metaphysics is usually defined in terms of its subject matter. However, many traditional questions of metaphysics are addressed in a variety of ways by science, making it difficult to demarcate metaphysics from science solely in terms of their subject matter. Are the methodologies of science and metaphysics sufficiently distinct to act as criteria of demarcation between the two? In this chapter we focus on several important overlaps (...) in the methodologies used within science and metaphysics in order to argue that focusing solely on methodology is insufficient to offer a sharp demarcation between metaphysics and science, and consider the consequences of this for the wider relationship between science and metaphysics. (shrink)

In this paper I defend the claim that Paul Feyerabend held a robust metaphilosophical position for most of his philosophical career. This position I call Decision-Based Epistemology and reconstruct it in terms of three key components: a form of epistemic voluntarism concerning the justification of philosophical positions and a behaviorist account of philosophical beliefs, which allows him to cast normative arguments concerning philosophical beliefs in scientific methodology, such as realism, in terms of means-ends relations. I then introduce non-naturalist and naturalist (...) variants of his conception of normativity, which I trace back to his mentors Viktor Kraft and Karl Popper, respectively. This distinction, introduced on the metaphilosophical level, can can be put to use to explain key changes in Feyerabend’s philosophical proposals, such as the viability of his methodological argument for realism. I conclude that this Decision-Based Epistemology should be further explored by historically embedding Feyerabend’s metaphilosophy in a voluntarist tradition of scientific philosophy. (shrink)

This paper is a reply to Richard Lauer’s “Is Social Ontology Prior to Social Scientific Methodology?” (2019) and an attempt to contribute to the meta-social ontological discourse more broadly. In the first part, I will give a rough sketch of Lauer’s general project and confront his pragmatist approach with a fundamental problem. The second part of my reply will provide a solution for this problem rooted in a philosophy of the social sciences in practice.

Carnap suggests that philosophy can be construed as being engaged solely in conceptual engineering. I argue that since many results of the sciences can be construed as stemming from conceptual engineering as well, Carnap’s account of philosophy can be methodologically naturalistic. This is also how he conceived of his account. That the sciences can be construed as relying heavily on conceptual engineering is supported by empirical investigations into scientific methodology, but also by a number of conceptual considerations. I present a (...) new conceptual consideration that generalizes Carnap’s conditions of adequacy for analytic–synthetic distinctions and thus widens the realm in which conceptual engineering can be used to choose analytic sentences. I apply these generalized conditions of adequacy to a recent analysis of scientific theories and defend the relevance of the analytic–synthetic distinction against criticisms by Quine, Demopoulos, and Papineau. (shrink)

Schlusslogische Letztbegründung is a collection of essays in honor of Kurt Walter Zeidler. Mr. Zeidler is a distinguished Kant- and Neo-Kantian-scholar who has reconstructed Kant's concept of transcendental logic in connection with the logic of the concept of Hegel and the logic of symbolization of Peirce. (cf. Zeidler: Grundriss der transzendentalen Logik, 3rd ed., Wien 2017) He has most notably inquired intensively into the relation of transcendental logic to philosophy of science (cf. Zeidler: Prolegomena zur Wissenschaftstheorie, Wien 2000) and to (...) phenomenology (cf. Zeidler: Vermittlungen. Zum antiken und neueren Idealismus, Wien 2016). He has also published several studies on Neo-Kantianism (cf. Zeidler: Provokationen. Zu Problemen des Neukantianismus, Wien 2018). This is refelected in the collection of essays by distinguished scholars who discuss and critically examine Zeidler's work. It includes contributions by Steinar Mathisen (Oslo), Wolfdietrich Schmied-Kowarzik (Vienna), Werner Flach (Lichtenau), Thomas Knoppe (Straberg), Geert Edel (Wyk/Föhr), Martin Bunte (Münster), Reinhard Hiltscher (Dresden), Walter Tydecks (Bensheim), Christian Krijnen (Amsterdam), Hartwig Wiedebach (Zürich), Max Gottschlich (Linz), Thomas Sören Hoffmann (Hagen), Rudolf Meer (Kaliningrad), Hans-Jürgen Müller (Frankfurt am Main), Robert König (Vienna), Ulrich Blau (Marburg), Karen Gloy (Luzern/Munich), Reinhold Breil (Aachen), Erhard Oeser (Vienna), Hans-Dieter Klein (Vienna), Hans Martin Dober (Tübingen), Kurt Walter Zeidler (Vienna) and Lois Marie Rendl (Vienna). (shrink)

The aim of this paper is to document Laudan's rejection of the appeal to intuition in the context of his development of normative naturalism. At one point in the development of his methodological thinking, Laudan appealed to pre-analytic intuitions, which might be employed to identify episodes in the history of science against which theories of scientific methodology are to be tested. However, Laudan came to reject this appeal to intuitions, and rejected this entire approach to the evaluation of a theory (...) of method. This is an important stage in the development of his normative naturalist meta-methodology. (shrink)

This paper aims to show that the development of Feyerabend’s philosophical ideas in the 1950s and 1960s largely took place in the context of debates on quantum mechanics. In particular, he developed his influential arguments for pluralism in science in discussions with the quantum physicist David Bohm, who had developed an alternative approach to quantum physics which (in Feyerabend’s perception) was met with a dogmatic dismissal by some of the leading quantum physicists. I argue that Feyerabend’s arguments for theoretical pluralism (...) and for challenging established theories were connected to his objections to the dogmatism and conservatism he observed in quantum physics. However, as Feyerabend gained insight into the physical details and historical complexities which led to the development of quantum mechanics, he gradually became more modest in his criticisms. His writings on quantum mechanics especially engaged with Niels Bohr; initially, he was critical of Bohr’s work in quantum mechanics, but in the late 1960s, he completely withdrew his criticism and even praised Bohr as a model scientist. He became convinced that however puzzling quantum mechanics seemed, it was methodologically unobjectionable – and this was crucial for his move towards ‘anarchism’ in philosophy of science. (shrink)

Retractions play an important role in research communication by highlighting and explaining how research projects have failed and thereby preventing these mistakes from being repeated. However, the process of retraction and the data it produces is often sparse or incomplete. Drawing on evidence from 2046 retraction records, Quan-Hoang Vuong discusses the emerging trends this data highlights and argues for the need to enforce reporting standards for retractions, as a means of de-stigmatising retraction and rewarding practising integrity in the scholarly record.

This chapter clarifies the concept of validation of computer simulations by comparing various definitions that have been proposed for the notion. While the definitions agree in taking validation to be an evaluationEvaluation, they differ on the following questions: What exactly is evaluated—results from a computer simulation, a model, a computer codeCode? What are the standardsStandard of evaluationEvaluation––truthTruth, accuracyAccuracy, and credibilityCredibility or also something else? What type of verdict does validation lead to––that the simulation is such and such good, or that (...) it passes a testTest defined by a certain threshold? How strong needs the case to be for the verdict? Does validation necessarily proceed by comparing simulation outputsOutput with measured dataData? Along with these questions, the chapter explains notions that figure prominently in them, e.g., the concepts of accuracy and credibility. It further discusses natural answers to the questions as well as arguments that speak in favor and against these answers. The aim is to obtain a better understandingUnderstanding of the options we have for defining validation and how they are related to each other. (shrink)

Scientific knowledge is the most solid and robust kind of knowledge that humans have because of its inherent self-correcting character. Nevertheless, anti-evolutionists, climate denialists, and anti-vaxxers, among others, question some of the best-established scientific findings, making claims unsupported by empirical evidence. A common aspect of these claims is reference to the uncertainties of science concerning evolution, climate change, vaccination, and so on. This is inaccurate: whereas the broad picture is clear, there will always exist uncertainties about the details of the (...) respective phenomena. This book shows that uncertainty is an inherent feature of science that does not devalue it. In contrast, uncertainty advances science because it motivates further research. This is the first book on this topic that draws on philosophy of science to explain what uncertainty in science is and how it makes science advance. It contrasts evolution, climate change, and vaccination, where the uncertainties are exaggerated, and genetic testing and forensic science, where the uncertainties are usually overlooked. The goal is to discuss the scientific, psychological, and philosophical aspects of uncertainty in order to explain what it really is, what kinds of problems it actually poses, and why in the end it makes science advance. Contrary to public representations of scientific findings and conclusions that produce an intuitive but distorted view of science as certain, people need to understand and learn to live with uncertainty in science. This book is intended for anyone who wants to get a clear view of the nature of science. (shrink)

We philosophers of science have before us an important new task that we need urgently to take up. It is to convince the scientific community to adopt and implement a new philosophy of science that does better justice to the deeply problematic basic intellectual aims of science than that which we have at present. Problematic aims evolve with evolving knowledge, that part of philosophy of science concerned with aims and methods thus becoming an integral part of science itself. The outcome (...) of putting this new philosophy into scientific practice would be a new kind of science, both more intellectually rigorous, and one that does better justice to the best interests of humanity. (shrink)

The Methods of Science and Religion is a philosophical analysis of the conflict between science and religion, which challenges the popular, contemporary view that science and religion are complementary worldviews. It exposes their methodological incompatibility and concludes that religious modes of investigation are unreliable.

The indisputable success of experimental science caused a division in philosophy at the turn of the 21st century. A substantial part of philosophers was inspired by ground-breaking writings of W. V. O. Quine and they followed philosophical naturalism that considers hypothetical-deductive method the most effective or the only way to acquire justified true beliefs. Other philosophers are worried about the hegemony of empirical sciences and warn against excessive ambitions of scientific methodology. Scientism or scientific imperialism is a point of view, (...) according to which there are no boundaries of scientific knowledge. According to its supporters, science can describe and explain what is to be described and explained. In my paper I will introduce some common ways how to define and criticize scientism and scientific imperialism. The aim is to demonstrate that criticism of scientism and scientific imperialism is based on the incorrect understanding of what scientific methodology is, how scientific knowledge emerges from natural cognition and in which ways science differs from its alternatives. (shrink)

The author asks whether there was a “scientific ‘68”, and focuses on aspects of two specific methodological proposals defined in the 1940s and 50s by the terms “action research” and “mixing methods”, applied particularly to social sciences. In the first, the climate surrounding the events of 1968 contributed to heightening the participative element to be found –by definition– in “action research”; that is: the importance of making the research subjects themselves participants in the design, execution and application of the study (...) of which they are the focus. This approach captured the democratic and anti-authoritarian spirit at the heart of the proposal, which was part of the prevailing climate in those days. The repercussions of 1968 on “mixing methods” focused on studying what had actually occurred, especially between the youth and workers, and therefore, particularly from the point of view of sociology and social psychology, using a “mixed methods” approach. The author explores the proposal of Norman Denzin; but traces the recent origins of both “mixing methods” and “action research” back to the proposals of mainly Kurt Lewin and the Chicago School. (shrink)

One of the most enduring contributions of Sir Karl Popper to the philosophy of science was his deductive approach to the scientific method, as opposed to Hilary Putnam’s absolute faith in science as an inductive process. Popper’s logic of discovery counters the whole inductive procedure that modern science is so often identified with. While the inductive method has generally characterized how scientists commence their work in laboratories, for Popper scientific theories actually start with generalizations inside our mind whose validity the (...) scientific method must test until those come to be falsified. A step further in the scientific method is the function of paradigms that Thomas Kuhn’s revolutionary science has developed. Kuhn’s community and consensus-based approach and Popper’s hypothesis-based approach are both important in the development of science as it is. This paper seeks to show how models of development may be integrated in the above debate in order to derive insightful implications that are crucial to the understanding of economic progress and human development. (shrink)

Replicability and reproducibility of computational models has been somewhat understudied by “the replication movement.” In this paper, we draw on methodological studies into the replicability of psychological experiments and on the mechanistic account of explanation to analyze the functions of model replications and model reproductions in computational neuroscience. We contend that model replicability, or independent researchers' ability to obtain the same output using original code and data, and model reproducibility, or independent researchers' ability to recreate a model without original code, (...) serve different functions and fail for different reasons. This means that measures designed to improve model replicability may not enhance (and, in some cases, may actually damage) model reproducibility. We claim that although both are undesirable, low model reproducibility poses more of a threat to long-term scientific progress than low model replicability. In our opinion, low model reproducibility stems mostly from authors' omitting to provide crucial information in scientific papers and we stress that sharing all computer code and data is not a solution. Reports of computational studies should remain selective and include all and only relevant bits of code. (shrink)

Ce chapitre reprend, en l’enrichissant, un article antérieur sur la philosophie de la biologie de l’empirisme logique, en en examinant les thèses centrales telles qu’elles sont exprimées lors des rencontres de Prague, de Paris et de Copenhague, rencontres décisives pour le développement du mouvement et son rayonnement dans le monde occidental. Je montre que l’empirisme logique n’a pas contribué au développement de la philosophie de la biologie, comme il l’a fait pour celui de la philosophie de la physique ou des (...) mathématiques. Les raisons de cet échec sont triples: 1o) les empiristes logiques n’avaient qu’une vague connaissance des sciences biologiques; 2o) ils se sont focalisés sur un cadre stérile, l’antivitalisme et le réductionisme, qu’ils prenaient pour la philosophie de la biologie; 3o) cela les a empêchés de traiter des véritables problèmes de la biologie. Entre les différentes sections de ce chapitre, j’insère des « intermezzos» qui replacent différents protagonistes de ces rencontres dans un contexte plus large. (shrink)

What role does the imagination play in scientific progress? After examining several studies in cognitive science, I argue that one thing the imagination does is help to increase scientific understanding, which is itself indispensable for scientific progress. Then, I sketch a transcendental justification of the role of imagination in this process.

In Ockham's Razors: A User's Guide, Elliott Sober argues that parsimony considerations are epistemically relevant on the grounds that certain methods of model selection, such as the Akaike Information Criterion, exhibit good asymptotic behaviour and take the number of adjustable parameters in a model into account. I raise some worries about this form of argument.

Despite the increasing recognition that heuristics may be involved in myriad scientific activities, much about how to use them prudently remains obscure. As typically defined, heuristics are efficient rules or procedures for converting complex problems into simpler ones. But this increased efficiency and problem-solving power comes at the cost of a systematic bias. As Wimsatt showed, biased modelling heuristics can conceal errors, leading to poor decisions or inaccurate models. This liability to produce errors presents a fundamental challenge to the philosophical (...) value of heuristic analyses. Heuristics may be powerful and efficient procedures, but their practical value for science and epistemology is significantly mitigated if we do not have a principled methodology for knowing how to use them wisely. In this essay, I extend Wimsatt’s analyses to argue that this challenge for a heuristic methodology can be met by appealing to second-order, or meta-, heuristics—that is, practical guidelines that prescribe the appropriate conditions for a first-order heuristic’s use. 1 Introduction2 Background3 Heuristics and Meta-heuristics4 A Hierarchical Model and Three Applications4.1 Decision making in emergency medicine4.2 Mathematical explanation in physics4.3 Resilience in ecological management5 Conclusion. (shrink)

Fallgeschichten werden seit dem 18. Jahrhundert zunehmend genutzt, um juristisches, psychologisches und medizinisches Wissen einer grösseren Öffentlichkeit zu vermitteln. In den letzten zehn Jahren haben sie auch in den Geistes- und Sozialwissenschaften mehr Aufmerksamkeit erfahren. Die Diskussion über paradigmatische Fälle in diesem Band zielt darauf ab, Fallgeschichten in ihrer Funktion als besonders anschauliche oder lehrreiche Beispiele in verschiedenen historischen Kontexten zu untersuchen und zu vergleichen. Die in diesem Heft versammelten Texte gehen der Frage nach, wie Fälle dazu beitragen, Debatten zu (...) verdichten und Entwicklungen erzählbar zu machen, wie sie über den Einzelfall hinausgehendes Wissen generieren und so paradigmatischen Status erlangen. Neben konzeptuellen Gesichtspunkten widmen sich die Beiträge mehreren Forschungsfeldern, darunter der Rechts- und Medizingeschichte, der Geschichte der Geschichtsschreibung, literarischen Fällen, den Sozialwissenschaften und der Technikgeschichte. (shrink)

The peer review is an opportunity to perform an unlawful censorship which ensures that no apostate notion ever get published in mainstream journals. Or such peer review censorship is an opportunity to steal any content and to claim afterward the priority of the first publication. And last but not least, the peer review is an academic tool to promote the mainstream pseudoscience.

I examine the topic of training scientific generalists. To focus the discussion, I propose the creation of a new graduate program, analogous in structure to existing MD/PhD programs, aimed at training a critical mass of scientific researchers with substantial intellectual breadth. In addition to completing the normal requirements for a PhD, students would undergo an intense, several year training period designed to expose them to the core vocabulary of multiple subjects at the graduate level. After providing some historical and philosophical (...) context for this proposal, I outline how such a program could be implemented with little institutional overhead by existing research universities. Finally, I discuss alternative possibilities for training generalists by taking advantage of contemporary developments in online learning and open science. (shrink)

Contemporary scientific research faces major cultural and institutional hurdles. Some of the primary challenges include an exploding knowledge base and organizational complexity of many scientific projects, the overproduction of PhDs relative to the availability of faculty positions, and protracted educational trajectories for many aspiring researchers. Perhaps the most serious set of consequences caused by the fierce competition of modern science are low rates of reproducibility in research studies across many disciplines, a startling reality which undermines the scientific process and institutional (...) authority itself. In an increasingly interconnected intellectual world, where fundamental and applied research are deeply interwoven, the implications of this state of affairs extend well beyond the research laboratory. In this article, I explore one possible strategy among the many necessary interventions for addressing these critical global issues, namely, new graduate programs to train scientific generalists. Rather than focus on developing niche technical skills, these programs would train outstanding communicators and decision makers who have been exposed to multiple subjects at the graduate level. The motivation for creating such programs is to introduce a large number of exceptionally trained individuals across all industries and organizations who have been encouraged to think critically about the practical realities and contemporary cultural trends of scientific research. I suggest possible avenues for structuring such programs and examine the roles that generalists might play in the modern research, policy, and industrial landscape. (shrink)

In several recent articles, I proposed the creation of new graduate programs aimed at training scientific generalists. Here, I collect and respond to a number of comments and criticisms raised in response to these proposals.

Recent analyses have brought to light a startling reality about contemporary science, namely, low rates of reproducibility in research studies across many disciplines. On the other hand, the legitimately world-changing advances that have taken place in the last half-century have also resulted in theoretical knowledge and experimental capacity so advanced that outstanding and meticulously performed science can often be difficult to understand and to interpret to all but a few specialists in a field. In anticipating the future needs of a (...) scientific establishment whose complexity is only increasing, I propose the concept of scientific auditing firms, independent organizations whose primary responsibility is to conduct random audits of the scientific literature. In addition to creating a disincentive for those who might otherwise engage in scientific misconduct, these firms could play the role of global monitors of broad scientific trends as well as provide consulting services for difficult technical and conceptual problems in academia and industry. I use the idea of a scientific auditing firm as a thought experiment with which to focus a discussion on reproducibility, peer review, and the tradeoff between incentive structures for novelty versus correctness. I then sketch an outline of how such an entity might be constructed in practice and the skills that would be required of its personnel. Finally, I suggest that a “mock” trial run of a simplified firm consisting of a few researchers over a short-time period could be conducted today with minimal resources and would provide valuable insight into the feasibility of this proposal. (shrink)

One of the main goals of scientific research is to provide a description of the empirical data which is as accurate and comprehensive as possible, while relying on as few and simple assumptions as possible. In this paper, I propose a definition of the notion of few and simple assumptions that is not affected by known problems. This leads to the introduction of a simple model of scientific progress that is based only on empirical accuracy and conciseness. An essential point (...) in this task is the understanding of the role played by measurability in the formulation of a scientific theory. This is the key to prevent artificially concise formulations. The model is confronted here with many possible objections and with challenging cases of real progress. Although I cannot exclude that the model might have some limitations, it includes all the cases of genuine progress examined here, and no spurious one. In this model, I stress the role of the state of the art, which is the collection of all the theories that are the only legitimate source of scientific predictions. Progress is a global upgrade of the state of the art. (shrink)

The article proposes systematisation and development of the discourse of the East European methodological traditions regarding application of the systematic approach as a way of subject localisation in psychological research. In particular, the author’s version of systematic localisation of psychological research subjects by means of structural and ontological visualisations has been developed. The procedure proposed for systematic localisation of the researched subject includes four subsequent stages: 1) fixation of the borders and structure of the ontological field which is being studied; (...) 2) segment analysis of the obtained structure; 3) study of specifics and contents of structural and functional ties; 4) visual mapping of genesis of the core processes. The article describes specifics of application of systematic localisation of the subject of research at the example of such researched object as personal socialisation. (shrink)

Philosophy once started as the critical reflection on relatively ordinary human concerns. Increasing specialization has moved the discipline farther and farther away from these concerns, however, undermining its relevance outside the academy, but has also resulting in an ever increasing fragmentation. This fragmentation has further divided the field into a large number of esoteric communities that hardly understand each other. "Further divided", because philosophy was already divided into schools and traditions that seem to speak mutually unintelligible languages. In addition to (...) these problems for philosophy as a discipline or "cultural genre" (Rorty), this situation also creates a problem for individual philosophers who are driven primarily by the "big" and ordinary concerns that once founded the field, but that do not fit well in contemporary academic philosophy. In this essay, I suggest - but ultimately do not fully endorse - metaphilosophical anarchism as a possible solution to these problems. Metaphilosophical anarchism requires transparency and rejects opacity, but so do all other approaches to philosophy - at least officially - and if that is right, then anarchism has nothing new or different to offer. (shrink)

On the received view, the Representational Theory of Measurement reduces measurement to the numerical representation of empirical relations. This account of measurement has been widely criticized. In this article, I provide a new interpretation of the Representational Theory of Measurement that sidesteps these debates. I propose to view the Representational Theory of Measurement as a library of theorems that investigate the numerical representability of qualitative relations. Such theorems are useful tools for concept formation that, in turn, is one crucial aspect (...) of measurement for a broad range of cases in linguistics, rational choice, metaphysics, and the social sciences. (shrink)

The concordance of results that are “robust” across multiple scientific modalities is widely considered to play a critical role in the epistemology of science. But what should we make of those cases where such multimodal evidence is discordant? Jacob Stegenga has recently argued that robustness is “worse than useless” in these cases, suggesting that “different kinds of evidence cannot be combined in a coherent way.” In this article I respond to this critique and illustrate the critical methodological role that robustness (...) plays as an aim of scientific inquiry. (shrink)

For four decades it has been argued that we need to adopt a new conception of science called aim-oriented empiricism. This has far-reaching implications and repercussions for science, the philosophy of science, academic inquiry in general, conception of rationality, and how we go about attempting to make progress towards as good a world as possible. Despite these far-reaching repercussions, aim-oriented empiricism has so far received scant attention from philosophers of science. Here, sixteen objections to the validity of the argument for (...) aim-oriented empiricism are subjected to critical scrutiny. (shrink)

I argue that European schools of thought on memory and memorization were critical in enabling growth of the scientific method. After giving a historical overview of the development of the memory arts from ancient Greece through 17th century Europe, I describe how the Baconian viewpoint on the scientific method was fundamentally part of a culture and a broader dialogue that conceived of memorization as a foundational methodology for structuring knowledge and for developing symbolic means for representing scientific concepts. The principal (...) figures of this intense and rapidly evolving intellectual milieu included some of the leading thinkers traditionally associated with the scientific revolution; among others, Francis Bacon, Renes Descartes, and Gottfried Leibniz. I close by examining the acceleration of mathematical thought in light of the art of memory and its role in 17th century philosophy, and in particular, Leibniz’s project to develop a universal calculus. (shrink)