phrase ×3.0
body match
high pagerank
Forward index · top stems on this page
book 2
pseudomathemat 1
relev 1
read 1
back 1
main 1
articl 1
autom 1
keyword 1
classif 1
inform 1
retriev 1
gener 1
us 1
document length 19 body tokens · max tf 2 (book) · vocabulary 18 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 · 2 resolved stems0.2919
- cosine(query, title) × 2.0 no title overlap (×2.0 unused)0.0000
- weighted subtotal cosBody + 2.0 × cosTitle0.2919
- × phrase multiplier ≥2 stems within 5-token window×3.0
- × pagerank multiplier 1 + 0.5 × normalized PR (0.011)×1.0055
- final score weighted × phrase × pagerank0.8805
Per-query-stem · how each term contributes
- inform body tf 1 title tf 0 idf 3.474
- retriev body tf 1 title tf 0 idf 5.421