Log Score Mismatches

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From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-08.)

Calculates	Absolute Differences^[1]
Calculates	Score Mismatches^[2]
Has Parameter	Dense Scores^[2]
Has Parameter	Dense Scores Parameter^[1]
Purpose	log significant mismatches^[3]
Called With Parameter	threshold=0.05^[3]
Definition Status	truncated^[1]
Is Incomplete	true^[1]
First Step	Calculate Differences^[1]
Parameter Count	4^[1]

ex:log-score-mismatches

Log Score Mismatches has 28 facts recorded in Dontopedia across 3 references, with 2 live disagreements.

28 facts·22 predicates·3 sources·2 in dispute

Mostly:has parameter(6), calculates(2), purpose(1)

Calculatesin dispute`calculates`

Absolute Differences^[1]all time · Ea094bd1 364b 4b3a 8196 25cc9a2aa87c
Score Mismatches^[2]sourceall time · 7f5315f8 1193 4ee3 A827 8662036d6e38

Has Parameterin dispute`hasParameter`

Dense Scores^[2]sourceall time · 7f5315f8 1193 4ee3 A827 8662036d6e38
Dense Scores Parameter^[1]all time · Ea094bd1 364b 4b3a 8196 25cc9a2aa87c
Query Ids Parameter^[1]all time · Ea094bd1 364b 4b3a 8196 25cc9a2aa87c
Sparse Scores^[2]sourceall time · 7f5315f8 1193 4ee3 A827 8662036d6e38
Sparse Scores Parameter^[1]all time · Ea094bd1 364b 4b3a 8196 25cc9a2aa87c
Threshold Parameter^[1]all time · Ea094bd1 364b 4b3a 8196 25cc9a2aa87c

Purpose`purpose`

log significant mismatches^[3]sourceall time · 6223a392 38d5 4eaa 966d Ea0055735550

Called With Parameter`calledWithParameter`

threshold=0.05^[3]sourceall time · 6223a392 38d5 4eaa 966d Ea0055735550

Definition Status`definitionStatus`

truncated^[1]all time · Ea094bd1 364b 4b3a 8196 25cc9a2aa87c

Is Incomplete`isIncomplete`

true^[1]all time · Ea094bd1 364b 4b3a 8196 25cc9a2aa87c

First Step`firstStep`

Calculate Differences^[1]all time · Ea094bd1 364b 4b3a 8196 25cc9a2aa87c

Parameter Count`parameterCount`

4^[1]all time · Ea094bd1 364b 4b3a 8196 25cc9a2aa87c

Uses Variable`usesVariable`

mismatches^[1]all time · Ea094bd1 364b 4b3a 8196 25cc9a2aa87c

Calls`calls`

Np Abs^[1]all time · Ea094bd1 364b 4b3a 8196 25cc9a2aa87c

Has Docstring`hasDocstring`

Log score mismatches between sparse and dense scores^[1]all time · Ea094bd1 364b 4b3a 8196 25cc9a2aa87c

Performs Operation`performsOperation`

Score Mismatch Calculation^[1]all time · Ea094bd1 364b 4b3a 8196 25cc9a2aa87c

Inbound mentions (6)

Other subjects in dontopedia point AT this entity as a value. These are inverse relationships — e.g. "X motherOf this subject" — and answer questions the forward facts can't. Grouped by predicate.

`calledBy`Called by(1)

Hybrid Rankingex:hybrid-ranking

`calls`Calls(1)

Example Usageex:example-usage

`callsFunction`Calls Function(1)

Example Usageex:example-usage

`containsFunction`Contains Function(1)

Python Logging Exampleex:python-logging-example

`demonstrates`Demonstrates(1)

Example Usageex:example-usage

`hasFunction`Has Function(1)

Python Codeex:python-code

Other facts (10)

The long tail: predicates that appear too rarely to warrant their own section. Filter or scroll to find a specific one. Each row links to its source.

10 facts

Predicate	Value	Ref
Parameter Default Value	0.05	[1]
Rdfs:label	log_score_mismatches	[1]
Rdf:type	Function	[1]
Implements	Comparison Logic	[2]
Uses Numpy Function	Absolute Value	[2]
Computes	Absolute Difference	[2]
Formats Message	Score Mismatch Template	[2]
Logs When	Threshold Exceeded	[2]
Uses Library	Numpy	[2]
Logs	Warning	[2]

Timeline axis is valid_time — when each source says the fact was true in the world, not when Dontopedia learned about it. Retracted rows are kept for provenance; coloured stripes indicate the context kind.

28 undated

—

calculatesbeam/ea094bd1-364b-4b3a-8196-25cc9a2aa87c

ex:absolute-differences

—

calculatesbeam/7f5315f8-1193-4ee3-a827-8662036d6e38

ex:score-mismatches

—

calledWithParameterbeam/6223a392-38d5-4eaa-966d-ea0055735550

threshold=0.05

—

callsbeam/ea094bd1-364b-4b3a-8196-25cc9a2aa87c

ex:np-abs

—

computesbeam/7f5315f8-1193-4ee3-a827-8662036d6e38

ex:absolute-difference

—

definitionStatusbeam/ea094bd1-364b-4b3a-8196-25cc9a2aa87c

truncated

—

firstStepbeam/ea094bd1-364b-4b3a-8196-25cc9a2aa87c

ex:calculate-differences

—

formatsMessagebeam/7f5315f8-1193-4ee3-a827-8662036d6e38

ex:score-mismatch-template

—

hasDocstringbeam/ea094bd1-364b-4b3a-8196-25cc9a2aa87c

Log score mismatches between sparse and dense scores

—

hasParameterbeam/7f5315f8-1193-4ee3-a827-8662036d6e38

ex:dense-scores

—

hasParameterbeam/ea094bd1-364b-4b3a-8196-25cc9a2aa87c

ex:dense-scores-parameter

—

hasParameterbeam/ea094bd1-364b-4b3a-8196-25cc9a2aa87c

ex:query-ids-parameter

—

hasParameterbeam/7f5315f8-1193-4ee3-a827-8662036d6e38

ex:sparse-scores

—

hasParameterbeam/ea094bd1-364b-4b3a-8196-25cc9a2aa87c

ex:sparse-scores-parameter

—

hasParameterbeam/ea094bd1-364b-4b3a-8196-25cc9a2aa87c

ex:threshold-parameter

—

implementsbeam/7f5315f8-1193-4ee3-a827-8662036d6e38

ex:comparison-logic

—

isIncompletebeam/ea094bd1-364b-4b3a-8196-25cc9a2aa87c

true

—

logsbeam/7f5315f8-1193-4ee3-a827-8662036d6e38

ex:warning

—

logsWhenbeam/7f5315f8-1193-4ee3-a827-8662036d6e38

ex:threshold-exceeded

—

parameterCountbeam/ea094bd1-364b-4b3a-8196-25cc9a2aa87c

—

parameterDefaultValuebeam/ea094bd1-364b-4b3a-8196-25cc9a2aa87c

0.05

—

performsOperationbeam/ea094bd1-364b-4b3a-8196-25cc9a2aa87c

ex:score-mismatch-calculation

—

purposebeam/6223a392-38d5-4eaa-966d-ea0055735550

log significant mismatches

—

labelbeam/ea094bd1-364b-4b3a-8196-25cc9a2aa87c

log_score_mismatches

—

typebeam/ea094bd1-364b-4b3a-8196-25cc9a2aa87c

ex:Function

—

usesLibrarybeam/7f5315f8-1193-4ee3-a827-8662036d6e38

ex:numpy

—

usesNumpyFunctionbeam/7f5315f8-1193-4ee3-a827-8662036d6e38

ex:absolute-value

—

usesVariablebeam/ea094bd1-364b-4b3a-8196-25cc9a2aa87c

mismatches

References (3)

3 references

[1]Ea094bd1 364b 4b3a 8196 25cc9a2aa87c16 facts
customctx:claims/beam/ea094bd1-364b-4b3a-8196-25cc9a2aa87c
[2]beam-chunk10 facts
customctx:claims/beam/7f5315f8-1193-4ee3-a827-8662036d6e38
- full textbeam-chunk
  text/plain1 KBdoc:beam/7f5315f8-1193-4ee3-a827-8662036d6e38
  Show excerpt
  })) mismatch_gauge.inc() push_to_gateway('http://localhost:9091', job='hybrid_scores', registry=REGISTRY) if __name__ == "__main__": start_http_server(8080) # Your application logic here ``` ###…
[3]beam-chunk2 facts
customctx:claims/beam/6223a392-38d5-4eaa-966d-ea0055735550
- full textbeam-chunk
  text/plain1 KBdoc:beam/6223a392-38d5-4eaa-966d-ea0055735550
  Show excerpt
  # Find indices where mismatches exceed the threshold mismatch_indices = np.where(mismatches > threshold)[0] # Log detailed information for each significant mismatch for idx in mismatch_indices: logger.warning( …

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Log Score Mismatches

Calculatesin disputecalculates

Has Parameterin disputehasParameter

Purposepurpose

Called With ParametercalledWithParameter

Definition StatusdefinitionStatus

Is IncompleteisIncomplete

First StepfirstStep

Parameter CountparameterCount

Uses VariableusesVariable

Callscalls

Has DocstringhasDocstring

Performs OperationperformsOperation

Inbound mentions (6)

calledByCalled by(1)

callsCalls(1)

callsFunctionCalls Function(1)

containsFunctionContains Function(1)

demonstratesDemonstrates(1)

hasFunctionHas Function(1)

Other facts (10)

Timeline

References (3)

See also

Keep researching

Calculatesin dispute`calculates`

Has Parameterin dispute`hasParameter`

Purpose`purpose`

Called With Parameter`calledWithParameter`

Definition Status`definitionStatus`

Is Incomplete`isIncomplete`

First Step`firstStep`

Parameter Count`parameterCount`

Uses Variable`usesVariable`

Calls`calls`

Has Docstring`hasDocstring`

Performs Operation`performsOperation`

`calledBy`Called by(1)

`calls`Calls(1)

`callsFunction`Calls Function(1)

`containsFunction`Contains Function(1)

`demonstrates`Demonstrates(1)

`hasFunction`Has Function(1)