{"id":921,"date":"2025-11-04T14:44:13","date_gmt":"2025-11-04T14:44:13","guid":{"rendered":"https:\/\/paultrowler.com\/wordpress\/?page_id=921"},"modified":"2025-11-05T10:13:36","modified_gmt":"2025-11-05T10:13:36","slug":"literature-review-options","status":"publish","type":"page","link":"https:\/\/paultrowler.com\/wordpress\/index.php\/literature-review-options\/","title":{"rendered":"Literature review navigator"},"content":{"rendered":"\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    \n    <script src=\"https:\/\/cdn.tailwindcss.com\"><\/script>\n    <script>\n        tailwind.config = {\n            theme: {\n                extend: {\n                    colors: {\n                        primary: {\n                            50: '#f0f9ff',\n                            100: '#e0f2fe',\n                            200: '#bae6fd',\n                            300: '#7dd3fc',\n                            400: '#38bdf8',\n                            500: '#0ea5e9',\n                            600: '#0284c7',\n                            700: '#0369a1',\n                            800: '#075985',\n                            900: '#0c4a6e',\n                        }\n                    }\n                }\n            }\n        }\n    <\/script>\n    <link rel=\"preconnect\" href=\"https:\/\/fonts.googleapis.com\">\n    <link rel=\"preconnect\" href=\"https:\/\/fonts.gstatic.com\" crossorigin>\n    <link href=\"https:\/\/fonts.googleapis.com\/css2?family=Inter:wght@400;500;600;700;800&#038;display=swap\" rel=\"stylesheet\">\n    <style>\n        body {\n            font-family: 'Inter', sans-serif;\n        }\n    <\/style>\n<\/head>\n<body class=\"bg-primary-50 text-primary-900\">\n<div class=\"container mx-auto max-w-7xl px-4 py-6 sm:py-8\">\n\n    <!-- Introductory Text Block -->\n    <div class=\"mb-6 bg-white p-6 rounded-xl shadow-md border border-primary-200\">\n        \n        <p class=\"text-sm text-primary-700\">Different AI platforms have different strengths for literature searching and analysis. The table below summarises some of the most useful dedicated platforms. Select a tool from the dropdown menu to generate a bespoke prompt for it. Copy the prompt using the button below the prompt box<\/p>\n    <\/div>\n\n    <!-- AI Platforms Table -->\n    <div class=\"mb-6 bg-white p-6 rounded-xl shadow-md border border-primary-200 overflow-x-auto\">\n        <h2 class=\"text-xl font-bold text-primary-800 mb-4\">Dedicated AI Literature Review Platforms<\/h2>\n        <table class=\"w-full text-sm text-left text-primary-700\">\n            <thead class=\"text-xs text-primary-800 uppercase bg-primary-100\">\n                <tr>\n                    <th scope=\"col\" class=\"px-6 py-3 rounded-l-lg\">Platform<\/th>\n                    <th scope=\"col\" class=\"px-6 py-3\">What it does<\/th>\n                    <th scope=\"col\" class=\"px-6 py-3 rounded-r-lg\">What input is required<\/th>\n                <\/tr>\n            <\/thead>\n            <tbody>\n                <tr class=\"bg-white border-b border-primary-200\">\n                    <td class=\"px-6 py-4 font-medium text-primary-900\"><a href=\"https:\/\/consensus.app\/\" target=\"_blank\" class=\"text-primary-600 hover:underline\">Consensus<\/a><\/td>\n                    <td class=\"px-6 py-4\">Scans literature, gives one-line summaries, and counts consensus on topics.<\/td>\n                    <td class=\"px-6 py-4\">A research question in natural language. Include in it as much detail as possible to assist the AI platform in finding relevant papers (this might not be a &#8216;normal&#8217; research question, therefore, but a very much expanded one)<\/td>\n                <\/tr>\n                <tr class=\"bg-white border-b border-primary-200\">\n                    <td class=\"px-6 py-4 font-medium text-primary-900\"><a href=\"https:\/\/elicit.com\/\" target=\"_blank\" class=\"text-primary-600 hover:underline\">Elicit<\/a><\/td>\n                    <td class=\"px-6 py-4\">Answers research questions and extracts data from empirical studies.<\/td>\n                    <td class=\"px-6 py-4\">A research question; optionally keywords or seed papers.<\/td>\n                <\/tr>\n                <tr class=\"bg-white border-b border-primary-200\">\n                    <td class=\"px-6 py-4 font-medium text-primary-900\"><a href=\"https:\/\/www.supersymmetry.ai\/\" target=\"_blank\" class=\"text-primary-600 hover:underline\">Supersymmetry<\/a><\/td>\n                    <td class=\"px-6 py-4\">Finds and summarizes scientific papers, provides PDF downloads.<\/td>\n                    <td class=\"px-6 py-4\">Keywords, topic or paper title\/DOI.<\/td>\n                <\/tr>\n                <tr class=\"bg-white border-b border-primary-200\">\n                    <td class=\"px-6 py-4 font-medium text-primary-900\"><a href=\"https:\/\/scite.ai\/\" target=\"_blank\" class=\"text-primary-600 hover:underline\">Scite<\/a><\/td>\n                    <td class=\"px-6 py-4\">Shows how papers support, mention, or contradict claims using &#8220;Smart Citations&#8221;.<\/td>\n                    <td class=\"px-6 py-4\">Target paper(s) (title or DOI).<\/td>\n                <\/tr>\n                <tr class=\"bg-white border-b border-primary-200\">\n                    <td class=\"px-6 py-4 font-medium text-primary-900\"><a href=\"https:\/\/www.semanticscholar.org\/\" target=\"_blank\" class=\"text-primary-600 hover:underline\">Semantic Scholar<\/a><\/td>\n                    <td class=\"px-6 py-4\">AI-powered search with semantic search, TL;DR summaries, and citations.<\/td>\n                    <td class=\"px-6 py-4\">Keywords, paper titles, authors or topics.<\/td>\n                <\/tr>\n                <tr class=\"bg-white border-b border-primary-200\">\n                    <td class=\"px-6 py-4 font-medium text-primary-900\"><a href=\"https:\/\/www.connectedpapers.com\/\" target=\"_blank\" class=\"text-primary-600 hover:underline\">Connected Papers<\/a><\/td>\n                    <td class=\"px-6 py-4\">Builds a visual graph of similar papers based on citation patterns.<\/td>\n                    <td class=\"px-6 py-4\">A &#8220;seed paper&#8221; (title or DOI).<\/td>\n                <\/tr>\n                <tr class=\"bg-white border-b border-primary-200\">\n                    <td class=\"px-6 py-4 font-medium text-primary-900\"><a href=\"https:\/\/laser.ai\/\" target=\"_blank\" class=\"text-primary-600 hover:underline\">LASER AI<\/a><\/td>\n                    <td class=\"px-6 py-4\">Enterprise platform for systematic reviews with screening and data extraction.<\/td>\n                    <td class=\"px-6 py-4\">Corpus upload and screening templates.<\/td>\n                <\/tr>\n                <tr class=\"bg-white border-b border-primary-200\">\n                    <td class=\"px-6 py-4 font-medium text-primary-900\"><a href=\"https:\/\/www.litmaps.com\/\" target=\"_blank\" class=\"text-primary-600 hover:underline\">Litmaps<\/a><\/td>\n                    <td class=\"px-6 py-4\">Citation-based discovery and tracking with alerts for new papers.<\/td>\n                    <td class=\"px-6 py-4\">Seed papers or keywords.<\/td>\n                <\/tr>\n                <tr class=\"bg-white border-b border-primary-200\">\n                    <td class=\"px-6 py-4 font-medium text-primary-900\"><a href=\"https:\/\/www.researchrabbit.ai\/\" target=\"_blank\" class=\"text-primary-600 hover:underline\">Research Rabbit<\/a><\/td>\n                    <td class=\"px-6 py-4\">Interactive discovery and visual browsing of paper networks.<\/td>\n                    <td class=\"px-6 py-4\">Seed paper(s) or topic keywords.<\/td>\n                <\/tr>\n                <tr class=\"bg-white border-b border-primary-200\">\n                    <td class=\"px-6 py-4 font-medium text-primary-900\"><a href=\"https:\/\/inciteful.xyz\/\" target=\"_blank\" class=\"text-primary-600 hover:underline\">Inciteful<\/a><\/td>\n                    <td class=\"px-6 py-4\">Citation-based metrics and finding influential papers.<\/td>\n                    <td class=\"px-6 py-4\">Paper DOI, title or keywords.<\/td>\n                <\/tr>\n                <tr class=\"bg-white border-b border-primary-200\">\n                    <td class=\"px-6 py-4 font-medium text-primary-900\"><a href=\"https:\/\/jessezhang.org\/llmdemo\/\" target=\"_blank\" class=\"text-primary-600 hover:underline\">LLM Demo<\/a><\/td>\n                    <td class=\"px-6 py-4\">GPT-based Q&#038;A tool over uploaded PDFs or text.<\/td>\n                    <td class=\"px-6 py-4\">PDF uploads or text chunks.<\/td>\n                <\/tr>\n                <tr class=\"bg-white border-b border-primary-200\">\n                    <td class=\"px-6 py-4 font-medium text-primary-900\"><a href=\"https:\/\/scispace.com\/\" target=\"_blank\" class=\"text-primary-600 hover:underline\">SciSpace<\/a><\/td>\n                    <td class=\"px-6 py-4\">Platform for reading and querying scientific PDFs with summaries.<\/td>\n                    <td class=\"px-6 py-4\">PDF uploads or keyword searches.<\/td>\n                <\/tr>\n                <tr class=\"bg-white border-b border-primary-200\">\n                    <td class=\"px-6 py-4 font-medium text-primary-900\"><a href=\"https:\/\/litreview-ai.com\/en\/\" target=\"_blank\" class=\"text-primary-600 hover:underline\">LitReview AI<\/a><\/td>\n                    <td class=\"px-6 py-4\">Creates literature review drafts and summaries from PDFs.<\/td>\n                    <td class=\"px-6 py-4\">PDF uploads or reference lists.<\/td>\n                <\/tr>\n                <tr class=\"bg-white border-b border-primary-200\">\n                    <td class=\"px-6 py-4 font-medium text-primary-900\"><a href=\"https:\/\/scisummary.com\/\" target=\"_blank\" class=\"text-primary-600 hover:underline\">SciSummary<\/a><\/td>\n                    <td class=\"px-6 py-4\">Generates AI summaries of scientific articles from URLs or PDFs.<\/td>\n                    <td class=\"px-6 py-4\">Article URL or PDF upload.<\/td>\n                <\/tr>\n                <tr class=\"bg-white\">\n                    <td class=\"px-6 py-4 font-medium text-primary-900\"><a href=\"https:\/\/www.genei.io\/\" target=\"_blank\" class=\"text-primary-600 hover:underline\">Genei<\/a><\/td>\n                    <td class=\"px-6 py-4\">Summarizes research articles and web content with note-taking integration.<\/td>\n                    <td class=\"px-6 py-4\">Article upload or web link.<\/td>\n                <\/tr>\n            <\/tbody>\n        <\/table>\n    <\/div>\n\n    <!-- Main Content Grid -->\n    <div class=\"grid grid-cols-1 lg:grid-cols-2 gap-6\">\n        <!-- Left Pane: Input Fields -->\n        <div class=\"bg-white p-6 rounded-xl shadow-md border border-primary-200\">\n            \n            <label for=\"tool-select\" class=\"block text-xs font-medium text-primary-700 mb-2\">Choose a Tool:<\/label>\n            <select id=\"tool-select\" class=\"w-full px-3 py-2 text-sm bg-primary-50 border border-primary-300 rounded-md shadow-sm focus:outline-none focus:ring-primary-500 focus:border-primary-500\">\n                <!-- Options will be populated by JavaScript -->\n            <\/select>\n\n            <div id=\"input-area\" class=\"mt-4\">\n                <!-- Dynamic input field will be inserted here -->\n            <\/div>\n        <\/div>\n\n        <!-- Right Pane: Prompt Preview -->\n        <div class=\"bg-primary-900 p-6 rounded-xl shadow-md border border-primary-800 flex flex-col\">\n            <h2 class=\"text-xl font-bold mb-4 text-white\">Prompt to the AI Platform:<\/h2>\n            <div id=\"prompt-output-container\" class=\"text-primary-200 leading-relaxed text-base bg-primary-800 p-4 rounded-lg min-h-[180px] flex-grow border border-primary-700 overflow-y-auto\">\n                <!-- Prompt content will be generated by JavaScript -->\n            <\/div>\n            \n            <div class=\"mt-4\">\n                <a id=\"copy-button\" href=\"#\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"w-full flex items-center justify-center py-2 px-4 border border-primary-600 rounded-md shadow-sm text-sm font-medium text-primary-100 bg-primary-700 hover:bg-primary-600 focus:outline-none focus:ring-2 focus:ring-offset-2 focus:ring-offset-primary-900 focus:ring-primary-400 transition-colors\">\n                    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20\" height=\"20\" class=\"h-4 w-4 mr-2\" fill=\"none\" viewBox=\"0 0 24 24\" stroke=\"currentColor\">\n                        <path stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"2\" d=\"M8 16H6a2 2 0 01-2-2V6a2 2 0 012-2h8a2 2 0 012 2v2m-6 12h8a2 2 0 002-2v-8a2 2 0 00-2-2h-8a2 2 0 00-2 2v8a2 2 0 002 2z\"><\/path>\n                    <\/svg>\n                    <span id=\"copy-button-text\">Copy Prompt and go to Platform<\/span>\n                <\/a>\n                <p class=\"mt-2 text-[11px] leading-snug text-primary-400 text-center\">\n                    For security reasons many AI platforms will not allow very long pasted prompts to run automatically. After you paste the prompt, just press Return \/ Send \/ Run.\n                <\/p>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/div>\n\n<script>\n    \/\/ --- Configuration Data ---\n    const tools = {\n        'consensus': {\n            name: 'Consensus',\n            url: 'https:\/\/consensus.app\/',\n            inputLabel: 'Enter your research question in natural language.',\n            placeholder: 'e.g., What is the impact on undergraduate student well-being of consciously adopting a mindfulness approach  in the context of UK universities in the 2020s?',\n            promptTemplate: (input) => `You are an expert in the field of the research questions. Your task is to  find research papers that answer question below. Base your response entirely on the provided research question. Avoid generic or unrelated suggestions. Present a table which identifies the relevant papers and indicates what their relationship is to the provided research question. This is that question: \"${input}\"`\n        },\n        'elicit': {\n            name: 'Elicit',\n            url: 'https:\/\/elicit.com\/',\n            inputLabel: 'Enter your research question (you can also add keywords).',\n            placeholder: 'e.g., How does project-based learning affect student engagement in secondary schools?',\n            promptTemplate: (input) => `Please find relevant papers by answering this as a research question: \"${input}\"`\n        },\n        'supersymmetry': {\n            name: 'Supersymmetry',\n            url: 'https:\/\/www.supersymmetry.ai\/',\n            inputLabel: 'Enter keywords, topic, or paper title\/DOI to retrieve and summarize papers.',\n            placeholder: 'e.g., machine learning education, artificial intelligence pedagogy',\n            promptTemplate: (input) => `Please find and summarize papers related to: \"${input}\"`\n        },\n        'scite': {\n            name: 'Scite',\n            url: 'https:\/\/scite.ai\/',\n            inputLabel: 'Enter the title or DOI of a paper to assess using Smart Citations.',\n            placeholder: 'e.g., \"A new method for...\" or DOI: 10.1000\/xyz123',\n            promptTemplate: (input) => `I want to analyze the Smart Citations for the following paper: \"${input}\"`\n        },\n        'semanticscholar': {\n            name: 'Semantic Scholar',\n            url: 'https:\/\/www.semanticscholar.org\/',\n            inputLabel: 'Enter search keywords, paper titles, authors, or topics.',\n            placeholder: 'e.g., neural networks, Jane Smith, deep learning applications',\n            promptTemplate: (input) => `Please conduct a comprehensive literature search using Semantic Scholar's AI capabilities for: \"${input}\". Focus on retrieving highly relevant papers with TL;DR summaries, citation information, and semantic connections to related research. Prioritize recent publications and highly cited works in this domain.`\n        },\n        'connectedpapers': {\n            name: 'Connected Papers',\n            url: 'https:\/\/www.connectedpapers.com\/',\n            inputLabel: 'Enter the title or DOI of a single, highly relevant \"seed paper\".',\n            placeholder: 'e.g., \"Self-determination theory and the facilitation of intrinsic motivation, social development, and well-being\"',\n            promptTemplate: (input) => `Please generate a visual graph of academically similar papers based on this seed paper: \"${input}\". Show me both prior works that influenced this paper and derivative works that built upon it, highlighting the most important connections in the citation network.`\n        },\n        'laser': {\n            name: 'LASER AI',\n            url: 'https:\/\/laser.ai\/',\n            inputLabel: 'Describe your systematic review project and screening requirements.',\n            placeholder: 'e.g., I need to conduct a systematic review on effectiveness of online learning platforms for K-12 education',\n            promptTemplate: (input) => `I would like to set up a systematic review project for: \"${input}\". Please help me configure the screening and data extraction workflows.`\n        },\n        'litmaps': {\n            name: 'Litmaps',\n            url: 'https:\/\/www.litmaps.com\/',\n            inputLabel: 'Enter seed papers or keywords to build citation maps and set up alerts.',\n            placeholder: 'e.g., climate change education, sustainable development goals',\n            promptTemplate: (input) => `Please create a literature map based on: \"${input}\" and set up alerts for new related papers.`\n        },\n        'researchrabbit': {\n            name: 'Research Rabbit',\n            url: 'https:\/\/www.researchrabbit.ai\/',\n            inputLabel: 'Enter seed paper(s) or topic keywords for interactive paper network exploration.',\n            placeholder: 'e.g., collaborative learning, peer assessment methods',\n            promptTemplate: (input) => `I want to explore the research network around: \"${input}\". Please generate an interactive browsing graph.`\n        },\n        'inciteful': {\n            name: 'Inciteful',\n            url: 'https:\/\/inciteful.xyz\/',\n            inputLabel: 'Enter paper DOI, title, or keywords to find influential papers and citation metrics.',\n            placeholder: 'e.g., \"The impact of technology on student learning outcomes\"',\n            promptTemplate: (input) => `Please analyze the citation network around: \"${input}\" and identify the most influential papers in this domain based on citation metrics, bibliographic coupling, and other network analysis techniques. Highlight foundational works and recent breakthrough papers.`\n        },\n        'llmdemo': {\n            name: 'LLM Demo',\n            url: 'https:\/\/jessezhang.org\/llmdemo\/',\n            inputLabel: 'Describe the PDFs you will upload and questions you want to ask.',\n            placeholder: 'e.g., I will upload 5 papers on educational psychology and want to ask about common methodologies',\n            promptTemplate: (input) => `I will be uploading research documents related to: \"${input}\". Please prepare to answer specific questions about methodologies, findings, limitations, and connections between these papers. Focus on extracting key insights and identifying research gaps.`\n        },\n        'scispace': {\n            name: 'SciSpace',\n            url: 'https:\/\/scispace.com\/',\n            inputLabel: 'Enter keywords for search or describe PDFs you want to analyze.',\n            placeholder: 'e.g., quantum computing applications, renewable energy systems',\n            promptTemplate: (input) => `Please help me understand and analyze papers related to: \"${input}\"`\n        },\n        'litreviewai': {\n            name: 'LitReview AI',\n            url: 'https:\/\/litreview-ai.com\/en\/',\n            inputLabel: 'Describe your literature review topic and structure requirements.',\n            placeholder: 'e.g., I need a literature review on artificial intelligence in healthcare, focusing on diagnostic applications',\n            promptTemplate: (input) => `Please create a structured literature review on: \"${input}\"`\n        },\n        'scisummary': {\n            name: 'SciSummary',\n            url: 'https:\/\/scisummary.com\/',\n            inputLabel: 'Enter the article URL or describe the PDF you will upload for summarization.',\n            placeholder: 'e.g., https:\/\/example.com\/paper.pdf or \"I will upload a paper on renewable energy\"',\n            promptTemplate: (input) => `Please generate a comprehensive summary for: \"${input}\"`\n        },\n        'genei': {\n            name: 'Genei',\n            url: 'https:\/\/www.genei.io\/',\n            inputLabel: 'Enter article link or describe content you want to summarize and take notes on.',\n            placeholder: 'e.g., https:\/\/example.com\/article or \"Research paper on cognitive load theory\"',\n            promptTemplate: (input) => `Please summarize and help me take organized notes on: \"${input}\"`\n        }\n    };\n\n    \/\/ --- Element References ---\n    const toolSelect = document.getElementById('tool-select');\n    const inputArea = document.getElementById('input-area');\n    const promptOutputContainer = document.getElementById('prompt-output-container');\n    const copyButton = document.getElementById('copy-button');\n    const copyButtonText = document.getElementById('copy-button-text');\n\n    \/\/ --- Functions ---\n\n    function updateTool() {\n        const selectedToolKey = toolSelect.value;\n        const tool = tools[selectedToolKey];\n\n        \/\/ Update input area\n        inputArea.innerHTML = `\n            <label for=\"tool-input\" class=\"block text-xs font-medium text-primary-700 mb-1\">${tool.inputLabel}<\/label>\n            <textarea id=\"tool-input\" class=\"w-full px-3 py-2 text-sm bg-primary-50 border border-primary-300 rounded-md shadow-sm placeholder-primary-400 focus:outline-none focus:ring-primary-500 focus:border-primary-500\" placeholder=\"${tool.placeholder}\" rows=\"8\"><\/textarea>\n        `;\n        \n        \/\/ Add event listener to the new input\n        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For personal use only for educational purposes, no part of this code to be copied, reused or sold-->\n<\/body>\n<\/html>\n\n\n\n<p class=\"wp-block-paragraph\">Copyright Prof. Paul Trowler All rights reserved.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Different AI platforms have different strengths for literature searching and analysis. The table below summarises some of the most useful dedicated platforms. Select a tool from the dropdown menu to generate a bespoke prompt for it. Copy the prompt using the button below the prompt box Dedicated AI Literature Review Platforms Platform What it does [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"engaging-with-the-literature","meta":{"footnotes":""},"class_list":["post-921","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/paultrowler.com\/wordpress\/index.php\/wp-json\/wp\/v2\/pages\/921","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/paultrowler.com\/wordpress\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/paultrowler.com\/wordpress\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/paultrowler.com\/wordpress\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/paultrowler.com\/wordpress\/index.php\/wp-json\/wp\/v2\/comments?post=921"}],"version-history":[{"count":5,"href":"https:\/\/paultrowler.com\/wordpress\/index.php\/wp-json\/wp\/v2\/pages\/921\/revisions"}],"predecessor-version":[{"id":935,"href":"https:\/\/paultrowler.com\/wordpress\/index.php\/wp-json\/wp\/v2\/pages\/921\/revisions\/935"}],"wp:attachment":[{"href":"https:\/\/paultrowler.com\/wordpress\/index.php\/wp-json\/wp\/v2\/media?parent=921"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}