math

noun 1 sense

a science (or group of related sciences) dealing with the logic of quantity and shape and arrangement

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English matemáticas maths 数学 数学
Qwen3 8B
DeepSeek V3
Mistral 7B

Lexical record · WordNet measured

a science (or group of related sciences) dealing with the logic of quantity and shape and arrangement
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0

Representation snapshot

// qwen
dimension count = 4,096
vector norm = 1.0
mean activation = 0.0001
median activation = -0.00041
std. deviation = 0.01562

// greatest deviation from median
dimension = d959
value = 0.05946
median = -0.00041
z-score = 3.8315σ
absolute deviation = 0.05987
// deepseek
dimension count = 7,168
vector norm = 1.0
mean activation = -7e-05
median activation = -0.00013
std. deviation = 0.01181

// greatest deviation from median
dimension = d1741
value = -0.0665
median = -0.00013
z-score = -5.6192σ
absolute deviation = 0.06637
// mistral
dimension count = 4,096
vector norm = 1.0
mean activation = -4e-05
median activation = 1e-05
std. deviation = 0.01562

// greatest deviation from median
dimension = d3702
value = -0.05588
median = 1e-05
z-score = -3.577σ
absolute deviation = 0.05589

Semantic proximity · cosine similarity

TermCosineDistance
maths 0.1888 0.8112
physics 0.1506 0.8494
mathematics 0.1448 0.8552
algebra 0.1347 0.8653
science 0.1344 0.8656
mathematical 0.1307 0.8693
random 0.1305 0.8695
sabbath 0.1264 0.8736
TermCosineDistance
maths 0.3797 0.6203
mathematics 0.3464 0.6536
mathematical 0.3064 0.6936
physics 0.2313 0.7687
arithmetic 0.2300 0.7700
text 0.2233 0.7767
art 0.2216 0.7784
science 0.2197 0.7803
TermCosineDistance
maths 0.9006 0.0994
mathematics 0.2757 0.7243
mathematical 0.2359 0.7641
aftermath 0.2220 0.7780
physics 0.1767 0.8233
arithmetic 0.1696 0.8304
science 0.1677 0.8323
java 0.1516 0.8484

Similarity is distributional, not a dictionary synonym label. High similarity can occur between antonyms because they occupy similar contextual environments.

Opposition candidates

TermCosinePolarity ΔScoreRelation
WordNet lists no antonyms for this word.
TermCosinePolarity ΔScoreRelation
WordNet lists no antonyms for this word.
TermCosinePolarity ΔScoreRelation
WordNet lists no antonyms for this word.

Seeds are WordNet antonyms, ranked by embedding geometry. Opposition is never inferred from cosine distance alone: antonyms sit close, not far.

Tokenization · per model measured

ModelTokensPieces
DeepSeek V3 1 math
Mistral 7B 1 math
Qwen3 8B 1 math

Sense inventory · WordNet measured

SynsetPOSDefinitionLemmas
mathematics.n.01 noun a science (or group of related sciences) dealing with the logic of quantity and shape and arrangement mathematics, maths