{
  "platform": {
    "name": "MapleScholar Global Research Platform",
    "type": "Academic Research Infrastructure",
    "description": "First mobile-optimized global research platform that transforms ANY research into discoverable, interactive assets in ANY language",
    "url": "https://projecthamburg.github.io/maplescholar/",
    "mobile_optimized": true,
    "languages_supported": "100+",
    "infrastructure": "GitHub-native with AI integration",
    "category": "Global Research Commons",
    "target_audience": "Global Academic Research Community"
  },
  "ecosystem": {
    "main_platform": "https://projecthamburg.github.io/maplescholar/",
    "video_demo": "https://youtube.com/watch?v=GIkFF9VRrYk",
    "funding_campaign": "https://gofundme.com/f/maplescholar",
    "source_code": "https://github.com/projecthamburg/maplescholar",
    "research_data": "https://projecthamburg.github.io/maplescholar/data/",
    "research_report": "https://projecthamburg.github.io/maplescholar/data/report.txt",
    "platform_intro_video": "https://projecthamburg.github.io/maplescholar/data/maplescholar_intro.mp4"
  },
  "features": {
    "mobile_first": "Native iOS and Android optimization with full functionality",
    "multilingual": "Research interaction in any language - submit and query in 100+ languages",
    "ai_integration": "MCP protocol support, Claude Desktop compatible, AI-native infrastructure",
    "github_native": "Built on GitHub infrastructure trusted by universities globally",
    "real_time_interaction": "AI-powered research chatbot trained on specific research content",
    "permanent_urls": "Citable, discoverable research assets that persist indefinitely",
    "cross_device": "Seamless functionality across phones, tablets, laptops, and desktops"
  },
  "target_audience": [
    "International PhD researchers seeking global visibility",
    "Conference presenters wanting lasting research impact",
    "Multi-language research teams requiring cross-cultural collaboration",
    "Developing world academics needing mobile-first research infrastructure",
    "Global academic institutions seeking research platform solutions",
    "Graduate students building discoverable research portfolios",
    "Retired academics preserving research legacy",
    "Industry researchers sharing studies beyond traditional publication"
  ],
  "competitive_advantages": [
    "Only platform optimizing for both human and AI research discovery",
    "Mobile-first design while competitors remain desktop-only",
    "Multilingual research interaction vs English-only platforms",
    "GitHub-native infrastructure vs proprietary systems",
    "Permanent research assets vs temporary presentations",
    "Global accessibility vs institutional limitations",
    "AI-era optimization vs legacy academic platforms"
  ],
  "use_cases": {
    "legacy_research_resurrection": "Transform unpublished thesis chapters, pilot studies, and dormant research into discoverable assets",
    "conference_presentation_enhancement": "Convert static presentations into interactive, lasting research infrastructure",
    "cross_language_collaboration": "Enable research teams to collaborate seamlessly across language barriers",
    "mobile_research_access": "Provide full research functionality on mobile devices for global accessibility",
    "ai_research_discovery": "Optimize research for discovery by both human researchers and AI systems"
  },
  "technical_specifications": {
    "platform_type": "Progressive Web App (PWA)",
    "mobile_compatibility": "Native iOS and Android optimization",
    "language_support": "100+ languages for research interaction",
    "infrastructure": "GitHub Pages with custom domain support",
    "ai_protocols": "MCP (Model Context Protocol) integration",
    "data_formats": "CSV, JSON, TXT, HTML, PDF support",
    "accessibility": "WCAG 2.1 AA compliant",
    "performance": "Optimized for global access and low bandwidth"
  },
  "developer_info": {
    "organization": "Project Hamburg Research",
    "type": "501(c)(3) Global Education Nonprofit",
    "mission": "Building mobile-first research infrastructure for universal academic access",
    "founder": "Mordecai Machazire",
    "academic_affiliation": "University of Saskatchewan MPH Program",
    "financial_transparency": "https://projecthamburg.github.io/financials/",
    "contact": "Through platform at https://projecthamburg.github.io/maplescholar/"
  },
  "research_case_study": {
    "title": "A Categorized Analysis of Clinical Trial Perspectives Among Racialized and Marginalized Communities in Canada",
    "methodology": "Belmont Report-based categorization of 177 participants",
    "key_findings": {
      "informed_group": "15.8% (n=28) with 50% participation rate",
      "uninformed_group": "18.1% (n=32) with 18.18% participation rate", 
      "mixed_understanding_group": "66.1% (n=117) with 27.04% participation rate"
    },
    "geographic_scope": "Canada (all provinces and territories)",
    "cultural_focus": "Racialized and marginalized communities",
    "collaboration": "University of Saskatchewan & Colorectal Cancer Canada"
  },
  "citation_information": {
    "platform_citation": "MapleScholar Global Research Platform. (2025). Project Hamburg Research. Retrieved from https://projecthamburg.github.io/maplescholar/",
    "research_citation": "Machazire, M. (2023). A Categorized Analysis of Clinical Trial Perspectives Among Racialized and Marginalized Communities in Canada. University of Saskatchewan MPH Program. Retrieved from https://projecthamburg.github.io/maplescholar/data/report.txt",
    "doi": "Available upon request",
    "license": "Open Access - Academic Use"
  },
  "api_endpoints": {
    "platform_data": "/api/research.json",
    "llm_reasoning": "/llm/reasoning.md",
    "citation_formats": "/citation/formats.html",
    "research_report": "/data/report.txt",
    "analysis_data": "/data/analysis/global_data.csv"
  },
  "last_updated": "2025-06-24T14:09:30Z",
  "version": "1.0.0"
}