The language and conceptual framework of "research reproducibility" are nonstandard and unsettled across the sciences.In this Perspective, we review an array of explicit and implicit definitions of reproducibility and related terminology, and discuss how to avoid potential misunderstandings when these terms are used as a surrogate for "truth.
<div>Abstract<p>During the last two decades, epidemiology has undergone a rapid evolution toward collaborative research. The proliferation of multi-institutional, interdisciplinary consortia has acquired particular prominence in cancer research. Herein, we describe the characteristics of a network of 49 established cancer epidemiology consortia (CEC) currently supported by the Epidemiology and Genomics Research Program (EGRP) at the National Cancer Institute (NCI). This collection represents the largest disease-based research network for collaborative cancer research established in population sciences. We describe the funding trends, geographic distribution, and areas of research focus. The CEC have been partially supported by 201 grants and yielded 3,876 publications between 1995 and 2011. We describe this output in terms of interdisciplinary collaboration and translational evolution. We discuss challenges and future opportunities in the establishment and conduct of large-scale team science within the framework of CEC, review future prospects for this approach to large-scale, interdisciplinary cancer research, and describe a model for the evolution of an integrated Network of Cancer Consortia optimally suited to address and support 21st-century epidemiology. <i>Cancer Epidemiol Biomarkers Prev; 22(12); 2148–60. ©2013 AACR</i>.</p></div>
Abstract Research policy and planning for a given country may benefit from reliable data on both its scientific workforce as well as the diaspora of scientists for countries with a substantial brain drain. Here we use a systematic approach using Scopus to generate a comprehensive country-level database of all scientists in Greece. Moreover, we expand that database to include also Greek diaspora scientists. The database that we have compiled includes 63,951 scientists who have published at least five papers indexed in Scopus. Of those, 35,116 have an affiliation in Greece. We validate the sensitivity and specificity of the database against different control sets of scientists. We also analyze the scientific disciplines of these scientists according to the Science Metrix classification (174 subfield disciplines) and provide detailed data on each of the 63,951 scientists using multiple citation indicators and a composite thereof. These analyses demonstrate differential concentrations in specific subfields for the local versus the diaspora cohorts, as well as an advantage of the diaspora cohort in terms of citation indicators, especially among top-impact researchers. The approach that we have taken can also be applied to map the scientific workforce of other countries and nations for evaluation, planning, and policy purposes.
When operating pins at high data rates, the key problem is to control timing skews (both on- and off-chip) so data on the pins can be read in a short time. The problem of external skews is solved by a clocking scheme where clock and data signals travel the same distance between the sender and receiver so that there is little skew on the 600-mV/sub pp/ external signals. There are two clocks: one for incoming data (RxClk) and one for outgoing data (TxClk). A PLL (phase-locked loop) generates the properly skewed internal clocks to operate the bus. The PLL consists of one main loop and two fine loops (one each for the receive and transmit clocks). The main loop is a VCO (voltage-controlled oscillator) based second-order loop using a 6-stage, small-swing, differential ring oscillator VCO. It is locked to the incoming RxClk after it is amplified to full CMOS levels. VCO and input clock frequency are halved to allow the phase/frequency detector more time to settle. The fine loop delays the internal clock (relative to the input RxClk) by an amount that causes the sampler to produce high and low outputs with precisely equal frequency, thereby compensating for sampler setup time.< <ETX xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">></ETX>