Refactoring studio
Unpack a graph, or elaborate its language.
Grade 12 material is distributed toward A1 without pretending that a shorter wording is the same lesson. Grade 1 material is carried toward B2 without new nodes. The arithmetic is the annotation, not a score to optimize.
The lesson sentences stay in English. CEFR here is a scale for that English, not for the language of this page.
Unpack · Grade 12 toward A1
Elaborate · Grade 1 toward B2
Life science · Grade 12 · Unpack
Natural selection
Heritable variation in a population changes who leaves more offspring, so some traits become more common across generations.
What of G this encoding still carries
D(W)
0.65
23 words
Peak M while reading
15.0
Components
Concepts in text
9
of 9 in G
Relations stated
6
of 6
One sentence carries the assembly. Syntax is doing the work of holding causation, qualification, and the name together. Nothing in G is missing, and nothing is explained.
Components stay separate. Meeting the name again reopens the assembly.
D(W) = (8.7 + 1.0 × 6.3) / 23 = 0.65
Sums count concepts introduced in the student text, and relations the text establishes. Probes are excluded. λ weights relations against concepts. It is a setting, not a law.
Active at this sentence
15.0
Peak while reading 15.0 · name alone 15.0 · this sentence is the peak
- Natural selection0.7
- Heritability1.1
- Variation0.8
- Population0.9
- Unequal success1.2
- Reproduction0.8
- Fitness1.3
- Frequency1.1
- Generations0.8
- Variation sits inside the population0.8
- The variation that matters is heritable1.2
- A heritable difference can change who has more offspring1.4
- Unequal success is unequal reproduction0.8
- Unequal success changes frequency across generations1.4
- That process is natural selection0.7
What the rewrite did
Pack
Population, heritability, unequal reproduction, fitness, and frequency share one sentence.
Name early
The term arrives before a reader without the chunk can have built it.
G, the graph being represented
Solid is in this wording. Dashed and faded was shed. Dashed and dark is not in G. Teal outline is assumed.
Establishes: Variation sits inside the population; The variation that matters is heritable; A heritable difference can change who has more offspring; Unequal success is unequal reproduction; Unequal success changes frequency across generations; That process is natural selection. Click a node to find where it enters.
How D was computed
Concepts introduced
- Natural selection0.7
- Heritability1.1
- Variation0.8
- Population0.9
- Unequal success1.2
- Reproduction0.8
- Fitness1.3
- Frequency1.1
- Generations0.8
- Σ w_v8.7
Relations established
- Variation sits inside the population0.8
- The variation that matters is heritable1.2
- A heritable difference can change who has more offspring1.4
- Unequal success is unequal reproduction0.8
- Unequal success changes frequency across generations1.4
- That process is natural selection0.7
- Σ w_e6.3
CEFR targets used here
- A1
- One main proposition per sentence. Very frequent words. Present tense. Name a thing only after the idea is present.
- A2
- and, but, because, if. Usually one new relation in a sentence. A short comparison is allowed.
- B1
- A short argument with because, so, or although, or a relative clause. A term may be defined once and then reused.
- B2
- Subordination and qualification may share a sentence. Academic vocabulary is allowed for nodes already in the graph.
