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:where([role=\"tablist\"],[role=\"toolbar\"],[hidden],button,.nx-theme-toggle,.nx-live-slot){display:none}#nxe-nm0mv6ya.nxe img{max-width:100%;height:auto}<\/style><svg class=\"nx-defs\" aria-hidden=\"true\" focusable=\"false\" width=\"0\" height=\"0\"><defs><linearGradient id=\"nx-gi\" x1=\"0\" y1=\"0\" x2=\"1\" y2=\"1\"><stop offset=\"0\" class=\"nx-gi-a\"\/><stop offset=\"0.55\" class=\"nx-gi-b\"\/><stop offset=\"1\" class=\"nx-gi-c\"\/><\/linearGradient><linearGradient id=\"nx-giu\" gradientUnits=\"userSpaceOnUse\" x1=\"0\" y1=\"0\" x2=\"800\" y2=\"0\"><stop offset=\"0\" class=\"nx-gi-a\"\/><stop offset=\"0.55\" class=\"nx-gi-b\"\/><stop offset=\"1\" class=\"nx-gi-c\"\/><\/linearGradient><linearGradient id=\"nx-gp\" x1=\"0\" y1=\"0\" x2=\"1\" y2=\"1\"><stop offset=\"0\" class=\"nx-gp-a\"\/><stop offset=\"1\" class=\"nx-gp-b\"\/><\/linearGradient><\/defs><\/svg><section class=\"nx-hero\" data-layout=\"ledger\" aria-labelledby=\"nx-title-1\"><div class=\"nx-container\"><div class=\"nx-theme-toggle\" role=\"group\" aria-label=\"Appearance of this page\" hidden><button type=\"button\" data-mode=\"light\" aria-pressed=\"false\">Light<\/button><button type=\"button\" data-mode=\"dark\" aria-pressed=\"false\">Dark<\/button><button type=\"button\" data-mode=\"auto\" aria-pressed=\"true\">Auto<\/button><\/div><div class=\"nx-folio\" aria-label=\"Document reference\"><strong>G08 \u00b7 INDEX \u00b7 topics<\/strong>GCRI dossier \u00b7 service level R0<\/div><div class=\"nx-hero-grid\"><div class=\"nx-hero-text\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">GCRI<\/span><span class=\"nx-eyebrow\" aria-hidden=\"true\">\u00b7<\/span><span class=\"nx-eyebrow\">Nexus Labs<\/span><span class=\"nx-eyebrow\" aria-hidden=\"true\">\u00b7<\/span><span class=\"nx-eyebrow\">Established<\/span><\/div><div class=\"nx-accent-row\"><span class=\"nx-accent-rule\" aria-hidden=\"true\"><\/span><span>Nexus Labs \u00b7 Topics<\/span><\/div><h1 id=\"nx-title-1\" class=\"nx-hero-title\">Topics<\/h1><p class=\"nx-tagline\">Topics at Nexus Labs: the pages in this section are listed below, each with its own scope and status.<\/p><div class=\"nx-actions\"><a class=\"nx-btn\" data-variant=\"primary\" href=\"https:\/\/therisk.global\/nexus-labs\/topics\/research-protocols\/\">Open Research protocols <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a class=\"nx-btn\" data-variant=\"secondary\" href=\"https:\/\/therisk.global\/nexus-labs\/\">Back to Nexus Labs<\/a><\/div><\/div><div class=\"nx-hero-panel\"><div class=\"nx-register\" data-variant=\"ledger\"><div class=\"nx-register-head\"><span class=\"nx-eyebrow\"><strong>Nexus Labs<\/strong><\/span><span class=\"nx-eyebrow\">Register<\/span><\/div><ol class=\"nx-register-rows\"><li><a href=\"https:\/\/therisk.global\/nexus-labs\/topics\/research-protocols\/\"><span class=\"nx-register-n\">01<\/span><span class=\"nx-register-k\">Topic<\/span><span class=\"nx-register-v\">Research protocols<\/span><\/a><\/li><li><a href=\"https:\/\/therisk.global\/nexus-labs\/topics\/field-and-lab-testbeds\/\"><span class=\"nx-register-n\">02<\/span><span class=\"nx-register-k\">Topic<\/span><span class=\"nx-register-v\">Field and lab testbeds<\/span><\/a><\/li><li><a href=\"https:\/\/therisk.global\/nexus-labs\/topics\/ai-and-scientific-workflows\/\"><span class=\"nx-register-n\">03<\/span><span class=\"nx-register-k\">Topic<\/span><span class=\"nx-register-v\">AI in scientific workflows<\/span><\/a><\/li><li><a href=\"https:\/\/therisk.global\/nexus-labs\/topics\/future-of-work-lab\/\"><span class=\"nx-register-n\">04<\/span><span class=\"nx-register-k\">Topic<\/span><span class=\"nx-register-v\">Future of work lab<\/span><\/a><\/li><li><a href=\"https:\/\/therisk.global\/nexus-labs\/topics\/future-of-media-lab\/\"><span class=\"nx-register-n\">05<\/span><span class=\"nx-register-k\">Topic<\/span><span class=\"nx-register-v\">Future of media lab<\/span><\/a><\/li><li><a href=\"https:\/\/therisk.global\/nexus-labs\/topics\/future-of-energy-and-water-labs\/\"><span class=\"nx-register-n\">06<\/span><span class=\"nx-register-k\">Topic<\/span><span class=\"nx-register-v\">Future of energy and water labs<\/span><\/a><\/li><li><a href=\"https:\/\/therisk.global\/nexus-labs\/topics\/future-of-health-and-bio-labs\/\"><span class=\"nx-register-n\">07<\/span><span class=\"nx-register-k\">Topic<\/span><span class=\"nx-register-v\">Future of health and biotechnology labs<\/span><\/a><\/li><li><a href=\"https:\/\/therisk.global\/nexus-labs\/topics\/reproducibility-and-negative-results\/\"><span class=\"nx-register-n\">08<\/span><span class=\"nx-register-k\">Topic<\/span><span class=\"nx-register-v\">Reproducibility and negative results<\/span><\/a><\/li><\/ol><p class=\"nx-register-foot\">GCRI \u00b7 Established \u00b7 service level R0<\/p><\/div><\/div><\/div><\/div><\/section> <nav class=\"nx-index-strip\" data-nx-spy=\"true\" aria-label=\"On this page\"><div class=\"nx-container\"><a href=\"#nx-sec-brief-answer\"><span>01<\/span>The short answer<\/a><a href=\"#nx-sec-about-this-section\"><span>02<\/span>Topics at Nexus Labs<\/a><a href=\"#nx-sec-pg-map-of-topics\"><span>03<\/span>How the laboratory topics connect<\/a><a href=\"#nx-sec-terms\"><span>04<\/span>Terms used on this page<\/a><a href=\"#nx-sec-pg-sources\"><span>05<\/span>Where this page's references lead<\/a><a href=\"#nx-s-7-sec\"><span>06<\/span>Pages in Topics<\/a><\/div><\/nav> <section id=\"nx-sec-brief-answer\" class=\"nx-section\" data-hue=\"project\" data-variant=\"stack\" aria-labelledby=\"nx-s-2\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">01<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">In brief<\/span><\/div><h2 id=\"nx-s-2\" class=\"nx-section-title\">The short answer.<\/h2><p class=\"nx-lede\">The Nexus Labs topics are the eight subject dossiers of its field, among them research protocols, field and lab testbeds, and AI in scientific workflows. Each dossier sets out how the risk develops, what is measured and in which units, the public sources and their licences, the methods, who decides and the limits of the evidence.<\/p><\/div><\/div><\/section><section id=\"nx-sec-about-this-section\" class=\"nx-section\" data-hue=\"project\" data-tone=\"alt\" data-variant=\"stack\" aria-labelledby=\"nx-s-3\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">02<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">About this section<\/span><\/div><h2 id=\"nx-s-3\" class=\"nx-section-title\">Topics at Nexus Labs.<\/h2><p class=\"nx-lede\">GCRI is a research, development and policy institution. It is not a regulator, and it does not certify, license or approve; its findings carry their methods and uncertainty.<\/p><\/div><\/div><\/section><section id=\"nx-sec-pg-map-of-topics\" class=\"nx-section\" data-hue=\"project\" data-variant=\"stack\" aria-labelledby=\"nx-s-4\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">03<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">How the topics fit<\/span><\/div><h2 id=\"nx-s-4\" class=\"nx-section-title\">How the laboratory topics connect.<\/h2><\/div><div class=\"nx-section-body\"><p class=\"nx-p\">The topics cover how experiments are designed (protocols, testbeds, reproducibility) and the labs that run them on AI, work, media, energy and water, and health.<\/p><\/div><\/div><\/section><section id=\"nx-sec-terms\" class=\"nx-section\" data-hue=\"project\" data-tone=\"alt\" data-variant=\"stack\" aria-labelledby=\"nx-s-5\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">04<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Key terms<\/span><\/div><h2 id=\"nx-s-5\" class=\"nx-section-title\">Terms used on this page.<\/h2><p class=\"nx-lede\">Each term as this page uses it. Where a standard-setting body defines the term, the wording follows that body.<\/p><\/div><div class=\"nx-section-body\"><div class=\"nx-table-wrap\"><table class=\"nx-table\" data-stack=\"true\"><thead><tr><th scope=\"col\">Term<\/th><th scope=\"col\">Definition<\/th><\/tr><\/thead><tbody><tr><td data-label=\"Term\">Preregistration<\/td><td data-label=\"Definition\">Recording a study's hypotheses, design and analysis plan in a public registry before data collection or analysis.<\/td><\/tr><tr><td data-label=\"Term\">Living lab<\/td><td data-label=\"Definition\">A real-life setting in which users and communities take part in developing and testing innovations.<\/td><\/tr><tr><td data-label=\"Term\">Data leakage<\/td><td data-label=\"Definition\">Information from the test set reaching a model during training, which inflates reported performance.<\/td><\/tr><tr><td data-label=\"Term\">Task exposure<\/td><td data-label=\"Definition\">The share of a job's tasks that a technology could in principle perform, which is not the same as job loss.<\/td><\/tr><tr><td data-label=\"Term\">Truth discernment<\/td><td data-label=\"Definition\">The ability to tell true from false claims, measured as the gap in belief between them.<\/td><\/tr><\/tbody><\/table><\/div><\/div><\/div><\/section><section id=\"nx-sec-pg-sources\" class=\"nx-section\" data-hue=\"project\" data-variant=\"stack\" aria-labelledby=\"nx-s-6\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">05<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Sources<\/span><\/div><h2 id=\"nx-s-6\" class=\"nx-section-title\">Where this page's references lead.<\/h2><p class=\"nx-lede\">The bodies and documents this page is read against. Status and editions change; each link goes to the issuing body.<\/p><\/div><div class=\"nx-section-body\"><ul class=\"nx-list\" data-nav=\"true\"><li><a class=\"nx-link\" href=\"https:\/\/www.unesco.org\/en\/open-science\/about\" target=\"_blank\" rel=\"noopener\"><span>UNESCO Recommendation on Open Science<\/span><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><\/li><li><a class=\"nx-link\" href=\"https:\/\/www.cos.io\/initiatives\/registered-reports\" target=\"_blank\" rel=\"noopener\"><span>Center for Open Science registered reports and preregistration<\/span><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><\/li><li><a class=\"nx-link\" href=\"https:\/\/www.nasa.gov\/directorates\/somd\/space-communications-navigation-program\/technology-readiness-levels\/\" target=\"_blank\" rel=\"noopener\"><span>Technology readiness levels, as defined by NASA<\/span><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><\/li><\/ul><\/div><\/div><\/section><section id=\"nx-s-7-sec\" class=\"nx-section\" data-hue=\"project\" data-tone=\"alt\" aria-labelledby=\"nx-s-7\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">06<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Pages<\/span><\/div><h2 id=\"nx-s-7\" class=\"nx-section-title\">Pages in Topics.<\/h2><\/div><div class=\"nx-section-body\"><div class=\"nx-cards\" data-cols=\"3\"><a class=\"nx-card\" href=\"https:\/\/therisk.global\/nexus-labs\/topics\/research-protocols\/\"><span class=\"nx-eyebrow\">Topic<\/span><h3 class=\"nx-h4 nx-mt-2\">Research protocols<\/h3><p class=\"nx-p nx-mt-1\">Hypotheses, controls and scientific acceptance.<\/p><\/a><a class=\"nx-card\" href=\"https:\/\/therisk.global\/nexus-labs\/topics\/field-and-lab-testbeds\/\"><span class=\"nx-eyebrow\">Topic<\/span><h3 class=\"nx-h4 nx-mt-2\">Field and lab testbeds<\/h3><p class=\"nx-p nx-mt-1\">Test environments, safety and site permissions.<\/p><\/a><a class=\"nx-card\" href=\"https:\/\/therisk.global\/nexus-labs\/topics\/ai-and-scientific-workflows\/\"><span class=\"nx-eyebrow\">Topic<\/span><h3 class=\"nx-h4 nx-mt-2\">AI in scientific workflows<\/h3><p class=\"nx-p nx-mt-1\">Model evaluation and scientific assistance.<\/p><\/a><a class=\"nx-card\" href=\"https:\/\/therisk.global\/nexus-labs\/topics\/future-of-work-lab\/\"><span class=\"nx-eyebrow\">Topic<\/span><h3 class=\"nx-h4 nx-mt-2\">Future of work lab<\/h3><p class=\"nx-p nx-mt-1\">Workforce and institutional change research.<\/p><\/a><a class=\"nx-card\" href=\"https:\/\/therisk.global\/nexus-labs\/topics\/future-of-media-lab\/\"><span class=\"nx-eyebrow\">Topic<\/span><h3 class=\"nx-h4 nx-mt-2\">Future of media lab<\/h3><p class=\"nx-p nx-mt-1\">Information ecosystems and responsible media innovation.<\/p><\/a><a class=\"nx-card\" href=\"https:\/\/therisk.global\/nexus-labs\/topics\/future-of-energy-and-water-labs\/\"><span class=\"nx-eyebrow\">Topic<\/span><h3 class=\"nx-h4 nx-mt-2\">Future of energy and water labs<\/h3><p class=\"nx-p nx-mt-1\">Water, energy and technical transitions.<\/p><\/a><a class=\"nx-card\" href=\"https:\/\/therisk.global\/nexus-labs\/topics\/future-of-health-and-bio-labs\/\"><span class=\"nx-eyebrow\">Topic<\/span><h3 class=\"nx-h4 nx-mt-2\">Future of health and biotechnology labs<\/h3><p class=\"nx-p nx-mt-1\">Human health, One Health and biotech.<\/p><\/a><a class=\"nx-card\" href=\"https:\/\/therisk.global\/nexus-labs\/topics\/reproducibility-and-negative-results\/\"><span class=\"nx-eyebrow\">Topic<\/span><h3 class=\"nx-h4 nx-mt-2\">Reproducibility and negative results<\/h3><p class=\"nx-p nx-mt-1\">Failure records and corrections.<\/p><\/a><\/div><\/div><\/div><\/section><section class=\"nx-section\" data-tone=\"alt\" aria-labelledby=\"nx-rel-8\"><div class=\"nx-container\"><span class=\"nx-eyebrow\">Related<\/span><h2 id=\"nx-rel-8\" class=\"nx-h3 nx-mt-2\">Around Nexus Labs.<\/h2><nav class=\"nx-related nx-mt-3\" aria-label=\"Related\"><a href=\"https:\/\/therisk.global\/nexus-labs\/labs\/\">Research laboratories <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/therisk.global\/nexus-labs\/protocols\/\">Protocols and research design <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/therisk.global\/nexus-labs\/experiments\/\">Experiments <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/therisk.global\/nexus-labs\/testbeds\/\">Test environments <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/therisk.global\/nexus-labs\/future-labs\/\">Future of X labs <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/therisk.global\/nexus-labs\/research-participation\/\">Participate in research <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/therisk.global\/nexus-labs\/\">Nexus Labs home <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/therisk.global\/nexus-labs\/counterparts\/\">Counterparts across the Consortium <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/therisk.global\/\">The Global Centre for Risk and Innovation home <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/therisk.global\/trust\/\">GCRI governance and trust <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><\/nav><\/div><\/section><section class=\"nx-closing\" aria-labelledby=\"nx-close-9\"><div class=\"nx-container\"><span class=\"nx-eyebrow\">Nexus Labs<\/span><h2 id=\"nx-close-9\" class=\"nx-section-title\">Bring your expertise to this field.<\/h2><p class=\"nx-lede\">The current service level is R0: information and enquiries. An enquiry receives a reference and names the next step; applications, payments, compute allocations and registrations open only when their team, terms and review capacity exist.<\/p><div class=\"nx-actions\"><a class=\"nx-btn\" data-variant=\"primary\" href=\"mailto:contact@therisk.global?subject=Nexus%20Labs%3A%20Topics\">Write to the team <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a class=\"nx-btn\" data-variant=\"secondary\" href=\"https:\/\/therisk.global\/nexus-labs\/contact\/\">See all contact routes<\/a><\/div><\/div><\/section><\/div><\/div><script class=\"_iub_cs_skip\">window.__nxMount ? window.__nxMount(document.currentScript) : null;<\/script>\n\n\n<script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"DefinedTermSet\",\"@id\":\"https:\/\/therisk.global\/nexus-labs\/topics\/#terms\",\"name\":\"Key terms: Topics\",\"inLanguage\":\"en\",\"isPartOf\":{\"@id\":\"https:\/\/therisk.global\/nexus-labs\/topics\/#webpage\"},\"hasDefinedTerm\":[{\"@type\":\"DefinedTerm\",\"name\":\"Preregistration\",\"description\":\"Recording a study's hypotheses, design and analysis plan in a public registry before data collection or analysis.\",\"inDefinedTermSet\":{\"@id\":\"https:\/\/therisk.global\/nexus-labs\/topics\/#terms\"}},{\"@type\":\"DefinedTerm\",\"name\":\"Living lab\",\"description\":\"A real-life setting in which users and communities take part in developing and testing innovations.\",\"inDefinedTermSet\":{\"@id\":\"https:\/\/therisk.global\/nexus-labs\/topics\/#terms\"}},{\"@type\":\"DefinedTerm\",\"name\":\"Data leakage\",\"description\":\"Information from the test set reaching a model during training, which inflates reported performance.\",\"inDefinedTermSet\":{\"@id\":\"https:\/\/therisk.global\/nexus-labs\/topics\/#terms\"}},{\"@type\":\"DefinedTerm\",\"name\":\"Task exposure\",\"description\":\"The share of a job's tasks that a technology could in principle perform, which is not the same as job loss.\",\"inDefinedTermSet\":{\"@id\":\"https:\/\/therisk.global\/nexus-labs\/topics\/#terms\"}},{\"@type\":\"DefinedTerm\",\"name\":\"Truth discernment\",\"description\":\"The ability to tell true from false claims, measured as the gap in belief between them.\",\"inDefinedTermSet\":{\"@id\":\"https:\/\/therisk.global\/nexus-labs\/topics\/#terms\"}}]}]}<\/script>\n\n<!-- nx-rev:83ebdb8369760f63 -->\n<!-- nx-path:\/topics\/ -->","protected":false},"excerpt":{"rendered":"<p>LightDarkAuto G08 \u00b7 INDEX \u00b7 topicsGCRI dossier \u00b7 service level R0 GCRI\u00b7Nexus Labs\u00b7Established Nexus Labs \u00b7 Topics Topics Topics at Nexus Labs: the pages in this section are listed below, &hellip; <a href=\"https:\/\/therisk.global\/nexus-labs\/topics\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Topics&#8221;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":1183,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"_buddyx_sub_header_visibility":"","_buddyx_sub_header_title_visibility":"","_hide_show_side_panel":"","_buddyxpro_page_sidebar":"","_buddyxpro_page_disable_header":"","_buddyxpro_page_disable_footer":"","_buddyxpro_page_content_width":"","_buddyxpro_page_header_style":"","_buddyxpro_page_color_mode":"","_buddyxpro_page_loader":"","inline_featured_image":false,"footnotes":""},"class_list":["post-2413","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/therisk.global\/nexus-labs\/wp-json\/wp\/v2\/pages\/2413","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/therisk.global\/nexus-labs\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/therisk.global\/nexus-labs\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/therisk.global\/nexus-labs\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/therisk.global\/nexus-labs\/wp-json\/wp\/v2\/comments?post=2413"}],"version-history":[{"count":2,"href":"https:\/\/therisk.global\/nexus-labs\/wp-json\/wp\/v2\/pages\/2413\/revisions"}],"predecessor-version":[{"id":2528,"href":"https:\/\/therisk.global\/nexus-labs\/wp-json\/wp\/v2\/pages\/2413\/revisions\/2528"}],"wp:attachment":[{"href":"https:\/\/therisk.global\/nexus-labs\/wp-json\/wp\/v2\/media?parent=2413"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}