{"data":{"slug":"viability-component","term":"Viability Component","bucket":"scoring","definition":"The Viability-Score-derived input to Signal Fusion. One of four components that combine into the composite ranking number.","short_definition":"The Viability-Score-derived input to Signal Fusion. One of four components that combine into the composite ranking number.","long_definition":"Viability Component is the slice of Signal Fusion that comes from the Viability Score. It is normalised to a 0-1 weight so it can blend cleanly with the other three components (prediction, vote, star velocity). The component weight and the raw Viability Score are both exposed in the Signal Fusion breakdown so a reader can see which signal moved a paper up or down.","related_terms":["signal-fusion","viability-score","signal-fusion-breakdown"],"related_term_routes":[{"slug":"signal-fusion","term":"Signal Fusion","route":"/resources/glossary/signal-fusion"},{"slug":"viability-score","term":"Viability Score","route":"/resources/glossary/viability-score"},{"slug":"signal-fusion-breakdown","term":"Signal Fusion Breakdown","route":"/resources/glossary/signal-fusion-breakdown"}],"canonical_route":"/resources/glossary/viability-component","api_route":"/api/v1/resources/glossary/viability-component","jsonld_id":"https://sciencetostartup.com/resources/glossary/viability-component","variants":[],"tldr":"The Viability-Score-derived input to Signal Fusion. One of four components that combine into the composite ranking number.","key_points":[],"quality_tier":null,"citation_count":null,"source_state":"curated_static","source_module":"apps/web/data/glossary/terms.ts","definition_sections":{"schema_version":1,"intro":"Viability Component is the slice of Signal Fusion that comes from the Viability Score. It is normalised to a 0-1 weight so it can blend cleanly with the other three components (prediction, vote, star velocity). The component weight and the raw Viability Score are both exposed in the Signal Fusion breakdown so a reader can see which signal moved a paper up or down.","sections":[{"title":"Definition","items":[{"subtitle":"Viability Component","text":"Viability Component is the slice of Signal Fusion that comes from the Viability Score. It is normalised to a 0-1 weight so it can blend cleanly with the other three components (prediction, vote, star velocity). The component weight and the raw Viability Score are both exposed in the Signal Fusion breakdown so a reader can see which signal moved a paper up or down."}]},{"title":"Related vocabulary","items":[{"subtitle":"Signal Fusion","text":"The composite score combining viability, prediction, community vote, and GitHub star velocity into one primary ranking number."},{"subtitle":"Viability Score","text":"A 0-10 rating of an AI paper's commercial viability. Higher scores cluster with code, demo, dataset, and beats-SOTA signals."},{"subtitle":"Signal Fusion Breakdown","text":"The decomposed view of a Signal Fusion score: viability, prediction, vote, and star velocity components with weights."}]}],"cited_arxiv_ids":[]}},"meta":{"canonical_route":"/resources/glossary/viability-component","api_route":"/api/v1/resources/glossary/viability-component","source":{"label":"curated glossary catalog","source_state":"curated_static","source_module":"apps/web/data/glossary/terms.ts","method_version":"public_glossary_curated_terms_v2","freshness":{"status":"versioned","observed_at":null,"fresh_until":null,"reason":"Git-versioned curated catalog; daily ingestion freshness windows do not apply.","reason_code":"git_versioned_curated_catalog"},"source_count":111,"bucket_count":7,"buckets":["scoring","surfaces","agents","distribution","data","foresight","buildability"]}}}