{"sample":{"analyzed_records":35,"basis":"confirmed winners/finalists"},"mechanisms":[["visible-engineering-depth",18],["complete-submission-package",14],["expert-data-for-everyone",12],["human-stakes",9],["one-sentence-clarity",9],["sponsor-platform-mastery",8],["trend-wave-timing",8],["cited-evidence-trust",5],["demo-first-wow",5],["familiar-thing-new-job",5],["place-based-specificity",5],["cultural-reference-hook",4],["inverted-approach",4],["physical-artifact",4],["takes-action",4],["theme-native-twist",4],["tight-scope-finished",3],["dual-use-value",2],["live-real-world-proof",2],["relatable-demo-wrapper",2],["open-source-contribution",1]],"judging_lenses":[["impact",17],["technical-depth",17],["design-ux",12],["challenge-relevance",11],["scientific-validity",8],["originality",7],["storytelling-pitch",7],["sponsor-api-use",5],["wow-factor",5],["business-potential",3],["engineering-practice",1]],"domains":[["earth-observation",7],["space-science",6],["climate-sustainability",5],["creative-media",5],["education",5],["space-operations",5],["agent-infrastructure",4],["agriculture-food",4],["robotics-hardware",4],["ai-security",3],["cloud-native-infra",3],["games-entertainment",3],["accessibility",2],["dev-tools",2],["due-diligence-risk",2],["health",2],["productivity",2],["careers-hr",1],["commerce-retail",1],["connectivity-telecom",1],["emergencies-disaster",1],["govtech-transparency",1],["simulation-forecasting",1],["social-connection",1]],"ai_patterns":[["llm-api",10],["agent",8],["computer-vision",6],["generative-media",5],["ml-model",5],["voice-ai",5],["mcp-server",4],["none",2],["ai-unspecified",1],["llm-scoring",1]],"build_styles":[["software-only",27],["hardware-software",4],["concept-design",2],["media-story",1],["open-source-contribution",1]],"saturation":{"croma-govtech-ai-2026":{"indexed":12,"of_teams":12,"roster_coverage":"full","base_rate_valid":true,"tracks":[],"top_domains":[["due-diligence-risk",6],["govtech-transparency",6],["commerce-retail",2],["fintech",1],["legal-access",1]]},"hack-the-north-2025":{"indexed":4,"of_teams":null,"roster_coverage":"partial","base_rate_valid":false,"tracks":[],"top_domains":[["robotics-hardware",3],["accessibility",1],["careers-hr",1],["creative-media",1],["education",1]]},"nasa-space-apps-2024":{"indexed":10,"of_teams":null,"roster_coverage":"winners-only","base_rate_valid":false,"tracks":[["earth-observation-agriculture",2],["community-mapping",1],["hwo-navigator",1],["imagine-our-connected-earth",1],["landsat-reflectance-data",1],["orrery-web-app-neos",1],["sdgs-in-the-classroom",1],["seismic-detection-solar-system",1],["tell-us-a-climate-story",1]],"top_domains":[["earth-observation",5],["agriculture-food",3],["climate-sustainability",3],["space-science",3],["creative-media",2]]},"nasa-space-apps-2025":{"indexed":10,"of_teams":18860,"roster_coverage":"winners-only","base_rate_valid":false,"tracks":[["commercializing-leo",3],["bloomwatch",1],["build-space-biology-knowledge-engine",1],["farm-navigators",1],["habitat-layout-creator",1],["hunting-exoplanets-with-ai",1],["stellar-stories-space-weather",1],["will-it-rain-on-my-parade",1]],"top_domains":[["space-operations",4],["space-science",3],["climate-sustainability",2],["earth-observation",2],["education",2]]},"platanus-hack-26-bogota":{"indexed":24,"of_teams":24,"roster_coverage":"full","base_rate_valid":true,"tracks":[["emergencies",7],["simulations",7],["access",6],["ai-security",4]],"top_domains":[["emergencies-disaster",7],["simulation-forecasting",7],["ai-security",3],["health",3],["legal-access",3]]},"solo-mcp-ai-agents-2026":{"indexed":8,"of_teams":null,"roster_coverage":"winners-only","base_rate_valid":false,"tracks":[["building-cool-agents",2],["secure-govern-mcp",2],["starter",2],["explore-agentregistry",1],["open-source-contributions",1]],"top_domains":[["agent-infrastructure",4],["ai-security",3],["cloud-native-infra",3],["accessibility",1],["commerce-retail",1]]},"uofthacks-11":{"indexed":2,"of_teams":null,"roster_coverage":"partial","base_rate_valid":false,"tracks":[],"top_domains":[["dev-tools",1],["productivity",1],["robotics-hardware",1],["social-connection",1]]},"platanus-hack-24":{"indexed":10,"of_teams":null,"roster_coverage":"partial","base_rate_valid":false,"tracks":[],"top_domains":[["education",3],["fintech",3],["dev-tools",2],["memory-journaling",2],["security-networking",2]]},"platanus-hack-25":{"indexed":14,"of_teams":null,"roster_coverage":"partial","base_rate_valid":false,"tracks":[["human-enhancement",3],["legacy",2],["consumer-ai",1]],"top_domains":[["education",4],["commerce-retail",3],["security-networking",2],["social-connection",2],["accessibility",1]]},"platanus-hack-26-buenos-aires":{"indexed":25,"of_teams":25,"roster_coverage":"full","base_rate_valid":true,"tracks":[["vertical-ai",8],["future",7],["ai-security",6],["agentic-money",4]],"top_domains":[["ai-security",6],["agentic-payments",5],["identity-provenance",4],["agent-infrastructure",3],["dev-tools",3]]},"soon-hackathon":{"indexed":5,"of_teams":17,"roster_coverage":"partial","base_rate_valid":false,"tracks":[],"top_domains":[["marketing-growth",3],["creative-media",2],["games-entertainment",2],["dev-tools",1],["memory-journaling",1]]}}}