Success ina data science project comes not from access to any one exotic tool, but from having quantifiablegoals, good methodology, crossdiscipline interactions, and a repeatable workflow.

So many people today – and even professional scientists – seem to me like somebody who has seen thousands of trees but has never seen a forest. A knowledge of the historic and philosophical background gives that kind of independence from prejudices of his generation from which most scientists are suffering.

Must-reads

Scientists can find the latest data and analysis on their areas of research, determine experiments that have already been performed that they don’t need to replicate and find new opportunities for investigation

The first difficulty is that the robot’s utility function did not quite match our utility function. Our utility function is 1 if the cauldron is full, 0 if the cauldron is empty, −10 points to whatever the outcome was if the workshop has flooded, +0.2 points if it’s funny, −1,000 points (probably a bit more than that on this scale) if someone gets killed … and it just goes on and on and on.

People are rewarded for being productive rather than being right, for building ever upward instead of checking the foundations. These incentives allow weak studies to be published. And once enough have amassed, they create a collective perception of strength that can be hard to pierce.

High-level bodies such as the US National Academies of Sciences, Engineering, and Medicine and the European Commission have called for science to become more open and endorsed a set of data-management standards known as the FAIR (findable, accessible, interoperable and reusable) principles.

S. & S.

Women in science are cited less than their male colleagues. They have a harder time getting work published in notable journals, including the flagships Science and Nature. They are likely paid less than their peers (a 2013 study found that women working in physics and astronomy were paid 40 percent less than men). And they are more likely to face workplace harassment.

Researchers are protesting grant processes that overwhelmingly fund male-led projects, and scientific societies are reforming their sexual harassment policies.

A Vision for Scholarly Communication Currently, there is a strong push to address the apparent deficits of the scholarly communication system. Open Science has the potential to change the production and dissemination of scholarly knowledge for the better, but there is no commonly shared vision that describes the system that we want to create.

Speaking a tonal language (such as Cantonese) primes the brain for musical training

Tonal languages arose in humid climates

Coral reefs are projected to decline by a further 70-90% at 1.5°C.

The main purpose of the Discovery IN is to provide interfaces and other user-facing services for data discovery across disciplines. We explore new and innovative ways of enabling discovery, including visualizations, recommender systems, semantics, content mining, annotation, and responsible metrics. We apply user involvement and participatory design to increase usability and usefulness of the solutions. We go beyond academia, involving users from all stakeholders of research data. We create FAIR and open infrastructures, following the FAIR principles complemented by the principles of open source, open data, and open content, thus enabling reuse of interfaces and user-facing services and continued innovation. Our main objectives are:

To investigate whether and how user data are shared by top rated medicines related mobile applications (apps) and to characterise privacy risks to app users, both clinicians and consumers.

Events

Open Access, Monographs, Science

Open Science Framework

Open science is the movement to make scientific research, data and dissemination accessible to all levels of an inquiring society.

Open Science Journal

INTRODUCCIÓN A OPEN SCIENCE

What is Open Science? Introduction

Open Access publishing and Open Science MENU

Center for Open Science

Open Science

Open Science (Open Access)

Home

open science

Royal Society Open Science

The OpenScience Project

Open Science

Open Science

Open Science: Sharing Your Research with the World

What is open science?

Open Science MOOC

Resources

Open Science by Design

Open Science and its role in universities: a roadmap for cultural change

Open science

Open Science Directory

Open science: from values to practice. Building a roadmap for transformative change

October 21 - 27, 2019

How open science helps researchers succeed

Open Science

Open Science

BMJ Open Science

Open Science Conference

Open Science Grid About News Contact

Open Science Prize

Open Science Manifesto

Advancing Open Science in the EU and the US

Open Science Center

Home

Festival de la ciencia abierta y participativa

Open Science

Open Science Days

Open Science Strategy

Open Research Facilitating faster and more effective research discovery

A nano-porous carbon composite membrane has been found to display high water flux due to exceptionally high surface diffusion, together with an excellent salt rejection [2616, 2958].

As Shulman (1986) noted, this knowledge would include knowledge of concepts, theories, ideas, organizational frameworks, knowledge of evidence and proof, as well as established practices and approaches toward developing such knowledge. Knowledge and the nature of inquiry differ greatly between fields, and teachers should understand the deeper knowledge fundamentals of the disciplines in which they teach

Research methodologies and methods used must be open for full discussion and review by peers and stakeholders.

The Women Who Contributed to Science but Were Buried in Footnotes

we don't know how to run the experiments that would falsify the hypotheses — the energies are too high, the accelerators too expensive, and so on.

A History of Slavery and Genocide Is Hidden in Modern DNA

Differences In Sexual Desire Can Be Attributed To Genetic Variances

How normal is your sex drive?

Sexual desire traced to genetics

creating obscurities through disputation,

every individual has the means to decide how their knowledge is governed and managed to address their needs

knowledge commons

abstract independently existing “object”

This is the meaning of the “Day of Resurrection,” spoken of in all the scriptures, and announced unto all people. Reflect, can a more precious, a mightier, and more glorious day than this be conceived, so that man should willingly forego its grace, and deprive himself of its bounties, which like unto vernal showers are raining from the heaven of mercy upon all mankind?

This is one of the most important decisions in an EFA (Thompson, 2004; Warne & Larsen, 2014), and these decisions can make g artificially easier or harder to identify.

For the sake of transparency, we find it important to explicitly state deviations from our preregistration protocol. First, in our preregistration, we stated that we would search for (cognitive OR intelligence) AND the name of a continent or population. However, searching for a continent was not feasible in finding data sets. We also had difficulty generating a list of population groups (e.g., ethnic groups, tribal groups) that would be useful for our search procedures.

he would extend this to "science" tout court-does not use value-free lan-guage, that value-free language does not exist, and that we cannot posit a purely transparent language devoid of distracting ornament, through which we transact business with pure facts.

Value-free language and the possibility of a self-contained discipline make possible both modern sci-ence and that mapping of humanistic inquiry onto a scientific model which has created modern social science as well.

There is a notion of success ... which I think is novel in the history of science. It interprets success as approximating unanalyzed data.

But O'Reilly realizes that it doesn't matter what his detractors think of his astronomical ignorance, because his supporters think he has gotten exactly to the key issue: why? He doesn't care how the tides work, tell him why they work. Why is the moon at the right distance to provide a gentle tide, and exert a stabilizing effect on earth's axis of rotation, thus protecting life here? Why does gravity work the way it does? Why does anything at all exist rather than not exist? O'Reilly is correct that these questions can only be addressed by mythmaking, religion or philosophy, not by science.

Chomsky (1991) shows that he is happy with a Mystical answer, although he shifts vocabulary from "soul" to "biological endowment."

To Guide Data Collection

Without models, in other words, it is not always clear what data to collect!

Plate tectonics surely explains earthquakes, but does not permit us to predict the time and place of their occurrence.

Theseunderstandings of spatial technologies build on les-sons from science and technology studies (STS)research that describes the processes by which dataand technologies come to assume and reify social andpower relations, worldviews, and epistemologies(Feenberg1999; Pinch and Bijker1987; Wajcman1991; Winner1985)

Unfortunately, there were more cases in 2018 than in 2017 (29 versus 22).

the Frauchiger-Renner paper when it first appeared on arxiv.org. In that version of the paper, the authors favored the many-worlds scenario. (The latest version of the paper, which was peer reviewed and published in Nature Communications in September, takes a more agnostic stance.

Le commerce de l’échange savant dont les règles, les formes et les lieux peuvent être mis en cartes produit diverses sortes de validations qui permettent à leurs bénéficiaires d’entrer dans la négociation de situations matérielles : l’expression République des Lettres couvre, et mêle tout à la fois ces formes, ces lieux et un bon nombre de ces situations. Alors que l’échange et la validation des savoirs par les institutions académiques sont soumis à des conditions d’accès étroites et à des délais de publication encore plus longs pour les mémoires reçus par les sociétés que pour ceux de leurs propres membres, les périodiques savants s’ouvrent à des contributions d’origines très diverses qu’ils publient rapidement.

His weak-tie networks had been politically activated

Only a segment of the population needs to be connected digitally to affect the entire environment. In Egypt in 2011, only 25 percent of the population of the country was on-line, with a smaller portion of those on Facebook, but these people still managed to change the wholesale public discussion, including conversa-tions among people who had never been on the site.

Anyone who's dealt with networks knows that the network knows more than the individual."

Our under-standing of the gap is driven by technological exploration through artifact cre-ation and deployment, but HCI and CSCW systems need to have at their corea fundamental understanding of how people really work and live in groups, or-ganizations, communities, and other forms of collective life. Otherwise, wewill produce unusable systems, badly mechanizing and distorting collabora-tion and other social activity.

The gap is also CSCW’s unique contribution. CSCW exists intellectually atthe boundary and interaction of technology and social settings. Its unique intel-lectual importance is at the confluence of technology and the social, and its

Nonetheless, several guiding questions are required based on thesocial–technical gap and its role in any CSCW science of the artificial:• When can a computational system successfully ignore the need fornuance and context?• When can a computational system augment human activity withcomputer technologies suitably to make up for the loss in nuance andcontext, as argued in the approximation section earlier?• Can these benefits be systematized so that we know when we are add-ing benefit rather than creating loss?• What types of future research will solve some of the gaps betweentechnical capabilities and what people expect in their full range of so-cial and collaborative activities?

The final first-order approximation is the creation of technical architecturesthat do not invoke the social–technical gap; these architectures neither requireaction nor delegate it. Instead, these architectures provide supportive oraugmentative facilities, such as advice, to users.

Another approximation incorporates new computational mechanisms tosubstitute adequately for social mechanisms or to provide for new social issues(Hollan & Stornetta, 1992).

First-order approximations, to adopt a metaphor from fluid dynamics, aretractable solutions that partially solve specific problems with knowntrade-offs.

Similarly, an educational perspective would argue that programmers andusers should understand the fundamental nature of the social requirements.

CSCW’s science, however, must centralize the necessary gap between whatwe would prefer to construct and what we can construct. To do this as a practi-cal program of action requires several steps—palliatives to ameliorate the cur-rent social conditions, first-order approximations to explore the design space,and fundamental lines of inquiry to create the science. These steps should de-velop into a new science of the artificial. In any case, the steps are necessary tomove forward intellectually within CSCW, given the nature of the social–tech-nical gap.

Ideological initiatives include those that prioritize the needs of the peopleusing the systems.

Simon’s (1969/1981) book does not address the inevitable gaps betweenthe desired outcome and the means of producing that outcome for anylarge-scale design process, but CSCW researchers see these gaps as unavoid-able. The social–technical gap should not have been ignored by Simon.Yet, CSCW is exactly the type of science Simon envisioned, and CSCW couldserve as a reconstruction and renewal of Simon’s viewpoint, suitably revised. Asmuch as was AI, CSCW is inherently a science of the artificial,

At a simple level,CSCW’s intellectual context is framed by social constructionism andethnomethodology (e.g., Berger & Luckmann, 1966; Garfinkel, 1967), systemstheories (e.g., Hutchins, 1995a), and many large-scale system experiences (e.g.,American urban renewal, nuclear power, and Vietnam). All of these pointed tothe complexities underlying any social activity, even those felt to be straightfor-ward.

Yet,The Sciences of the Artificialbecame an an-them call for artificial intelligence and computer science. In the book he ar-gued for a path between the idea for a new science (such as economics orartificial intelligence) and the construction of that new science (perhaps withsome backtracking in the creation process). This argument was both charac-teristically logical and psychologically appealing for the time.

The HCI and CSCW research communitiesneed to ask what one might do to ameliorate the effects of the gap and to fur-ther understand the gap. I believe an answer—and a future HCI challenge—is toreconceptualize CSCW as a science of the artificial. This echoes Simon (1981)but properly updates his work for CSCW’s time and intellectual task.2

A female student taking a math test experiences an extra cognitive and emotional burden of worry related to the stereotype that women are not good at math.

Orbiting instruments are now so small they can be launched by the dozens, and even high school students can build them.

The underrepresentation of girls and women in science, technology, engineering and mathematics (STEM) fields occurs globally.

At a time of once-in-a-generation reform to healthcare in this country, the leaders of HM can’t afford to rest on their laurels, says Dr. Goldman. Three years ago, he wrote a paper for the Journal of Hospital Medicine titled “An Intellectual Agenda for Hospitalists.” In short, Dr. Goldman would like to see hospitalists move more into advancing science themselves rather than implementing the scientific discoveries of others. He cautions anyone against taking that as criticism of the field. “If hospitalists are going to be the people who implement what other people have found, they run the risk of being the ones who make sure everybody gets perioperative beta-blockers even if they don’t really work,” he says. “If you want to take it to the illogical extreme, you could have people who were experts in how most efficiently to do bloodletting. “The future for hospitalists, if they’re going to get to the next level—I think they can and will—is that they have to be in the discovery zone as well as the implementation zone.” Dr. Wachter says it’s about staying ahead of the curve. For 20 years, the field has been on the cutting edge of how hospitals treat patients. To grow even more, it will be crucial to keep that focus.

It’s important to remember that utopia and dystopia aren’t the only terms here. You need to use the Greimas rectangle and see that utopia has an opposite, dystopia, and also a contrary, the anti-utopia. For every concept there is both a not-concept and an anti-concept. So utopia is the idea that the political order could be run better. Dystopia is the not, being the idea that the political order could get worse. Anti-utopias are the anti, saying that the idea of utopia itself is wrong and bad, and that any attempt to try to make things better is sure to wind up making things worse, creating an intended or unintended totalitarian state, or some other such political disaster. 1984 and Brave New World are frequently cited examples of these positions. In 1984 the government is actively trying to make citizens miserable; in Brave New World, the government was first trying to make its citizens happy, but this backfired. As Jameson points out, it is important to oppose political attacks on the idea of utopia, as these are usually reactionary statements on the behalf of the currently powerful, those who enjoy a poorly-hidden utopia-for-the-few alongside a dystopia-for-the-many. This observation provides the fourth term of the Greimas rectangle, often mysterious, but in this case perfectly clear: one must be anti-anti-utopian.

For a while now I’ve been saying that science fiction works by a kind of double action, like the glasses people wear when watching 3D movies. One lens of science fiction’s aesthetic machinery portrays some future that might actually come to pass; it’s a kind of proleptic realism. The other lens presents a metaphorical vision of our current moment, like a symbol in a poem. Together the two views combine and pop into a vision of History, extending magically into the future. By that definition, dystopias today seem mostly like the metaphorical lens of the science-fictional double action. They exist to express how this moment feels, focusing on fear as a cultural dominant. A realistic portrayal of a future that might really happen isn’t really part of the project—that lens of the science fiction machinery is missing. The Hunger Games trilogy is a good example of this; its depicted future is not plausible, not even logistically possible. That’s not what it’s trying to do. What it does very well is to portray the feeling of the present for young people today, heightened by exaggeration to a kind of dream or nightmare. To the extent this is typical, dystopias can be thought of as a kind of surrealism.

These days I tend to think of dystopias as being fashionable, perhaps lazy, maybe even complacent, because one pleasure of reading them is cozying into the feeling that however bad our present moment is, it’s nowhere near as bad as the ones these poor characters are suffering through. Vicarious thrill of comfort as we witness/imagine/experience the heroic struggles of our afflicted protagonists—rinse and repeat. Is this catharsis? Possibly more like indulgence, and creation of a sense of comparative safety. A kind of late-capitalist, advanced-nation schadenfreude about those unfortunate fictional citizens whose lives have been trashed by our own political inaction. If this is right, dystopia is part of our all-encompassing hopelessness. On the other hand, there is a real feeling being expressed in them, a real sense of fear. Some speak of a “crisis of representation” in the world today, having to do with governments—that no one anywhere feels properly represented by their government, no matter which style of government it is. Dystopia is surely one expression of that feeling of detachment and helplessness. Since nothing seems to work now, why not blow things up and start over? This would imply that dystopia is some kind of call for revolutionary change. There may be something to that. At the least dystopia is saying, even if repetitiously and unimaginatively, and perhaps salaciously, Something’s wrong. Things are bad.

Freedom of intramural expression means that teaching personnel is not only allowed to teach according to their knowledge, but that they can take part in the administration of their institutions. This is supported by the freedom of extramural expression, which gives teachers the capacity to share their research outcomes and disseminate the knowledge acquired.

Researchers now typically engage in a range of ‘questionable research practices’ in the hunt for the glory of publication, with such conditions leading to mental health issues in a higher proportion than any other industry.