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not primary research-strength evidence."},{"source":"NCSES HERD","status":"snapshot","last_imported_at":"2026-06-17T00:00:00.000Z","source_data_date":"FY2023","records_matched":1,"records_fetched":1,"records_failed":0,"coverage_note":"Used as research-expenditure context for funding pulse."},{"source":"NIH RePORTER","status":"inactive","last_imported_at":null,"source_data_date":"FY2025","records_matched":0,"records_fetched":0,"records_failed":0,"coverage_note":"Required for biomedical funding pulse; inactive in scoring."},{"source":"NSF Award Search","status":"inactive","last_imported_at":null,"source_data_date":"FY2025","records_matched":0,"records_fetched":0,"records_failed":0,"coverage_note":"Required for science and engineering funding pulse; inactive in scoring."}],"methodology_version":"SignalSpore Research Graph v0.2 broad snapshot","updated_at":"2026-06-17T00:00:00.000Z"},{"id":"robotics-carnegie-mellon-university","institution":{"name":"Carnegie Mellon University","slug":"carnegie-mellon-university","city":"","state":"Pennsylvania","country":"US","unitid":"","ror_id":"","openalex_id":"","match_confidence":0.6,"type":"private nonprofit","website":"https://www.cmu.edu"},"topic":{"name":"Robotics","slug":"robotics","domain":"Physical Sciences","field":"Computer Science","subfield":"Artificial Intelligence","aliases":["robotics","autonomous systems","robot learning","human-robot interaction"],"definition":"Robotics covers autonomous systems, robot learning, controls, perception, embodied AI, manipulation, mobility, and human-robot interaction.","related":["artificial intelligence","mechanical engineering","computer vision"]},"rank":{"rank_band":"Top 1-5","exact_rank":1,"show_exact_rank":true,"confidence_label":"High"},"scores":{"final_signal_score":89.9,"research_strength_score":96.2,"expertise_density_score":93.4,"momentum_score":86.1,"funding_pulse_score":84.4,"topic_leadership_score":95.2,"undergraduate_research_opportunity_score":74.8,"data_confidence_score":88.5},"archetypes":["Research Powerhouse","Rising Specialist","Collaboration Hub","Narrow Expert"],"caveats":["Research strength does not guarantee undergraduate research access.","Funding context is visible, but grant-level coverage varies by field."],"receipt":{"summary":"Carnegie Mellon leads robotics through dense specialized output, visible robotics institutes, and high topic leadership evidence.","components":[{"component":"research_strength","raw_metric":"214 recent topic-linked works and citation signal","normalized_value":96.2,"source":"OpenAlex","source_date":"2026-06-01","contribution":0.24,"caveat":"Publication-topic assignment is algorithmic and confidence-scored."},{"component":"expertise_density","raw_metric":"Robotics output is concentrated relative to institution scale","normalized_value":93.4,"source":"OpenAlex + institution normalization","source_date":"2026-06-01","contribution":0.16,"caveat":"Publication-topic assignment is algorithmic and confidence-scored."},{"component":"momentum","raw_metric":"28% recent-window growth versus prior window","normalized_value":86.1,"source":"OpenAlex publication years","source_date":"2026-06-01","contribution":0.14,"caveat":"Publication-topic assignment is algorithmic and confidence-scored."},{"component":"funding_pulse","raw_metric":"public funding evidence snapshot; 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