title ×2.0
body match
Forward index · top stems on this page
us 6
retriev 5
book 3
inform 3
descript 3
main 2
topic 2
keyword 2
chapter 2
ratio 2
mean 2
relat 2
made 2
research 1
document length 97 body tokens · max tf 6 (us) · vocabulary 74 distinct stems · title 1 stems
Score breakdown
Re-derived from the same tf·idf cosine values, boost factors, and PageRank multipliers the live ranker just used. weighted = body + title × 2.0 · final = weighted × phrase × pagerank.
- cosine(query, body) tf·idf body · 5 resolved stems0.5316
- cosine(query, title) × 2.0 title boost ×2.0 applied0.8121
- weighted subtotal cosBody + 2.0 × cosTitle1.3438
- × phrase multiplier stems not within 5-token window · ×1.0×1.0
- × pagerank multiplier 1 + 0.5 × normalized PR (0.000)×1.0001
- final score weighted × phrase × pagerank1.3440
Per-query-stem · how each term contributes
- us body tf 6 title tf 0 idf 0.069
- retriev body tf 5 title tf 0 idf 5.421
- book body tf 3 title tf 1 idf 3.981
- inform body tf 3 title tf 0 idf 3.474
- descript body tf 3 title tf 0 idf 6.229