2,707 research outputs found

    Professions, Organizations and Institutions: Tenure Systems in Colleges and Universities

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    A common strategy used by professions to support claims of workplace jurisdiction involves the institutionalization of professionally-endorsed formal structures, yet both theory and research suggest that ensuring the implementation of institutionalized structures after formal adoption can be problematic. This study investigates the influence of organizational characteristics on the implementation of one professionally-created institution in higher education organizations, tenure systems for faculty employment. Our results suggest that implementation of tenure systems is negatively affected by internal resource pressures, but positively affected by countervailing pressures from professionally-linked constituents. The results also suggest self-limiting aspects of the use of tenure systems

    ILR Impact Brief - Faculty Tenure and the Gap between Policy and Practice

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    Almost all four-year institutions of higher education have adopted the tenure system as a formal policy for faculty employment. The degree to which tenure systems are actually implemented, however, depends on resource flows and institutional pressures. Fewer resource constraints (i.e., greater per-student revenues and larger endowments) increase the proportion of professors employed on tenure-track lines; likewise, a stronger research orientation positively affects the share of faculty in tenure-track slots. Colleges and universities that rely more heavily on tuition for revenues and those with larger numbers of accreditations (from professional and occupational associations) generally employ fewer tenure-track professors. Other variables also matter: Tenure is more prevalent at public, older, and more complex universities and colleges and is less widespread among institutions that enroll larger numbers of students and among those that include a medical school. And finally, the share of tenure-track faculty declines on campuses with a larger pool of graduate students who are available to teach

    Topology of COBE Microwave Background Fluctuations

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    We have measured the topology (genus) of the fluctuations in the cosmic microwave background seen in the recently completed (four-year) data set produced by the COBE satellite. We find that the genus is consistent with that expected from a random-phase Gaussian distribution, as might be produced naturally in inflationary models.Comment: 2 pages, one Post-Script figure, MNRAS LaTeX Style (mn.sty), submitted to MNRA

    A Home Dyer\u27s Garden, Part II: Extracting Pigment From Japanese Indigo

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    Several indigo dyeing methods use powdered pigment. This fact sheet outlines a simple, inexpensive method of extracting the pigment from plants. For information on growing Japanese indigo or dyeing with plant and pigment, see the other fact sheets in the Utah State University (USU) Extension series A Home Dyer’s Garden, including Part I: Growing Japanese Indigo and Part III: Dyeing With Japanese Indigo

    A Home Dyer\u27s Garden, Part I: Growing Japanese Indigo

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    Japanese indigo is an annual plant with numerous varieties. Most varieties thrive in the temperate environments found in much of Utah but may exhibit stress in intense heat. This is the first of three fact sheets in the A Home Dyer\u27s Garden series on dyeing with Japanese indigo. It covers how to grow Japanese indigo. Soil preparation, planting and spacing, water, fertilizer, insects and diseases, and harvesting are discussed

    A Home Dyer\u27s Garden, Part III: Dyeing With Japanese Indigo

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    Dyeing with Japanese indigo grown in the home garden can be an exciting and satisfying way to incorporate gardening into more aspects of your life and create unique products for yourself and others. This resource provides information to those who would like to experience the process from growing the plant until the final dyed project and those who would like to purchase the pigment and use it for dyeing. After preparing the fabric, there are many ways to dye with indigo. Two well-established methods, accessible and achievable for the beginning dyer, are included

    Web Applicable Computer-aided Diagnosis of Glaucoma Using Deep Learning

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    Glaucoma is a major eye disease, leading to vision loss in the absence of proper medical treatment. Current diagnosis of glaucoma is performed by ophthalmologists who are often analyzing several types of medical images generated by different types of medical equipment. Capturing and analyzing these medical images is labor-intensive and expensive. In this paper, we present a novel computational approach towards glaucoma diagnosis and localization, only making use of eye fundus images that are analyzed by state-of-the-art deep learning techniques. Specifically, our approach leverages Convolutional Neural Networks (CNNs) and Gradient-weighted Class Activation Mapping (Grad-CAM) for glaucoma diagnosis and localization, respectively. Quantitative and qualitative results, as obtained for a small-sized dataset with no segmentation ground truth, demonstrate that the proposed approach is promising, for instance achieving an accuracy of 0.91±0.02\pm0.02 and an ROC-AUC score of 0.94 for the diagnosis task. Furthermore, we present a publicly available prototype web application that integrates our predictive model, with the goal of making effective glaucoma diagnosis available to a wide audience.Comment: Machine Learning for Health (ML4H) Workshop at NeurIPS 2018 arXiv:cs/010120
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