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THE CONSCIOUSNESS ATLAS
Read. Experiment. Follow the evidence.

The equation library

Every recovered mathematical record has an individual page. Browse original equations, code expressions, indexed components, parameter definitions, and explicitly unresolved source slots.

2,910 recordsSource snapshot 2026-10-17

Counts refer to mathematical records, including implemented expressions and generated instances. They are not counts of independently validated theories. Exact occurrences and unresolved slots remain traceable. Read the complete 1–516 source index ↗ · Inspect the scan decisions ↗

2,910 records · page 36 of 59Search the source archive ↗

gh-eq-f8accd00a4e94b94

func TestLocationAvailabilityCombinations(t *testing.T) · unavailable + exact location

This relation defines unavailable + exact location in the source section “func TestLocationAvailabilityCombinations(t *testing.T) · unavailable + exact location”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s stated…

Implementation mathematicsSource recovered; runtime not executed

unavailable + exact location = (100 + 0)/2 = 50

gh-eq-39bd4f04e81428f8

func TestMissionReadinessImpactPct(t *testing.T)

This relation defines Rounding: unmet 1 of demanded 3 in the source section “func TestMissionReadinessImpactPct(t *testing.T)”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s stated variables and conditions; this record…

Implementation mathematicsSource recovered; runtime not executed

Rounding: unmet 1 of demanded 3 => 33.33.

gh-eq-3b6320295ec58066

func TestMissionReadinessImpactPct(t *testing.T) · demandedTotal

This relation defines demandedTotal in the source section “func TestMissionReadinessImpactPct(t *testing.T) · demandedTotal”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s stated variables and conditions; this record…

Implementation mathematicsSource recovered; runtime not executed

demandedTotal = 20, gap unmet = 5 => 25.00 points of overall coverage.

gh-eq-9d62c13ed22685a2

func TestNDCGAtK(t *testing.T) · One relevant id at rank three (k high enough): dcg

This relation defines One relevant id at rank three (k high enough): dcg in the source section “func TestNDCGAtK(t *testing.T) · One relevant id at rank three (k high enough): dcg”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the…

Implementation mathematicsSource recovered; runtime not executed

One relevant id at rank three (k high enough): dcg = d3, idcg = d1.

gh-eq-609d3bf4347ea8b3

func TestNDCGAtK(t *testing.T) · One relevant id at rank two: dcg

This relation defines One relevant id at rank two: dcg in the source section “func TestNDCGAtK(t *testing.T) · One relevant id at rank two: dcg”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s stated variables and…

Implementation mathematicsSource recovered; runtime not executed

One relevant id at rank two: dcg = d2, idcg = d1, so nDCG = d2/d1 = d2.

gh-eq-8ae251afb741d4ed

func TestNDCGAtK(t *testing.T) · Two relevant ids at ranks one and three: dcg

This relation defines Two relevant ids at ranks one and three: dcg in the source section “func TestNDCGAtK(t *testing.T) · Two relevant ids at ranks one and three: dcg”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s…

Implementation mathematicsSource recovered; runtime not executed

Two relevant ids at ranks one and three: dcg = d1 + d3, idcg = d1 + d2 (two relevant ideal).

gh-eq-9e896dde16fde060

func TestNDCGAtK(t *testing.T) · copy at rank two adds nothing; dcg

This relation defines copy at rank two adds nothing; dcg in the source section “func TestNDCGAtK(t *testing.T) · copy at rank two adds nothing; dcg”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s stated variables and…

Implementation mathematicsSource recovered; runtime not executed

copy at rank two adds nothing; dcg = d1, idcg = d1 (one distinct relevant), nDCG = 1.0.

gh-eq-dec9ab471463e6c3

func TestNDCGAtK(t *testing.T) · rank 1 discount

This relation defines rank 1 discount in the source section “func TestNDCGAtK(t *testing.T) · rank 1 discount”. Uses logarithmic scaling; its base and the positivity of its argument matter. Its interpretation depends on the source’s stated variables and conditions; this record does not assign an…

Implementation mathematicsSource recovered; runtime not executed

rank 1 discount = 1/log2(2) = 1.0

gh-eq-77f0107bf915ec0d

func TestNDCGAtK(t *testing.T) · rank 2 discount

This relation defines rank 2 discount in the source section “func TestNDCGAtK(t *testing.T) · rank 2 discount”. Uses logarithmic scaling; its base and the positivity of its argument matter. Its interpretation depends on the source’s stated variables and conditions; this record does not assign an…

Implementation mathematicsSource recovered; runtime not executed

rank 2 discount = 1/log2(3) = 0.6309297535714574

gh-eq-2bf2f60d32e7aa97

func TestNDCGAtK(t *testing.T) · rank 3 discount

This relation defines rank 3 discount in the source section “func TestNDCGAtK(t *testing.T) · rank 3 discount”. Uses logarithmic scaling; its base and the positivity of its argument matter. Its interpretation depends on the source’s stated variables and conditions; this record does not assign an…

Implementation mathematicsSource recovered; runtime not executed

rank 3 discount = 1/log2(4) = 0.5

gh-eq-1269aca43f1c82f6

func TestNoiseMultiplierConvention(t *testing.T) · hand computed closed form epsilon(alpha)

This relation defines hand computed closed form epsilon(alpha) in the source section “func TestNoiseMultiplierConvention(t *testing.T) · hand computed closed form epsilon(alpha)”. Uses logarithmic scaling; its base and the positivity of its argument matter. Its interpretation depends on the…

Implementation mathematicsSource recovered; runtime not executed

hand computed closed form epsilon(alpha) = rdp(alpha) + log(1/delta) / (alpha - 1).

gh-eq-62e180f262a7fc64

func TestPairwiseAccuracyBounds(t *testing.T)

This relation defines equal utilities (zero weights) are all ties in the source section “func TestPairwiseAccuracyBounds(t *testing.T)”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s stated variables and conditions;…

Implementation mathematicsSource recovered; runtime not executed

equal utilities (zero weights) are all ties => 0.5.

gh-eq-0743a7b04862b67a

func TestPairwiseDatasetIsSymmetric(t *testing.T)

This relation defines one approved and one rejected in the source section “func TestPairwiseDatasetIsSymmetric(t *testing.T)”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s stated variables and conditions; this record…

Implementation mathematicsSource recovered; runtime not executed

one approved and one rejected => one pair => two symmetric rows.

gh-eq-07c5e41e916b2e46

func TestParseONETTechSkills(t *testing.T) · Fixture has 2 examples in first category + 1 in second

This relation defines Fixture has 2 examples in first category + 1 in second in the source section “func TestParseONETTechSkills(t *testing.T) · Fixture has 2 examples in first category + 1 in second”. It specifies the displayed relationship between the named quantities or parameters. Its…

Implementation mathematicsSource recovered; runtime not executed

Fixture has 2 examples in first category + 1 in second = 3 total.

gh-eq-e502015d3bbf5479

func TestPerReleaseRDPClosedForm(t *testing.T) · on is sigma

This relation defines on is sigma in the source section “func TestPerReleaseRDPClosedForm(t *testing.T) · on is sigma”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s stated variables and conditions; this record does…

Implementation mathematicsSource recovered; runtime not executed

on is sigma = NoiseSigma / ClipNorm, the noise in units of the sensitivity. A release with NoiseSigma 4 and

gh-eq-6e719e26a9e22fcf

func TestPerReleaseRDPClosedForm(t testing.T) · sigma=0.5, alpha=3: 3 / (2 0.25)

This relation defines sigma in the source section “func TestPerReleaseRDPClosedForm(t *testing.T) · sigma=0.5, alpha=3: 3 / (2 * 0.25)”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s stated variables and conditions;…

Implementation mathematicsSource recovered; runtime not executed

sigma=0.5, alpha=3: 3 / (2 * 0.25) = 6.

gh-eq-3e296559fa9e0f97

func TestPerReleaseRDPClosedForm(t testing.T) · sigma=1, alpha=10: 10 / (2 1)

This relation defines sigma in the source section “func TestPerReleaseRDPClosedForm(t *testing.T) · sigma=1, alpha=10: 10 / (2 * 1)”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s stated variables and conditions; this…

Implementation mathematicsSource recovered; runtime not executed

sigma=1, alpha=10: 10 / (2 * 1) = 5.

gh-eq-4c63be03a1dfc38c

func TestPerReleaseRDPClosedForm(t testing.T) · sigma=2, alpha=2: 2 / (2 4)

This relation defines sigma in the source section “func TestPerReleaseRDPClosedForm(t *testing.T) · sigma=2, alpha=2: 2 / (2 * 4)”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s stated variables and conditions; this…

Implementation mathematicsSource recovered; runtime not executed

sigma=2, alpha=2: 2 / (2 * 4) = 0.25.

gh-eq-778df476d2670d8e

func TestPerReleaseRDPClosedForm(t testing.T) · sigma=4, alpha=8: 8 / (2 16)

This relation defines sigma in the source section “func TestPerReleaseRDPClosedForm(t *testing.T) · sigma=4, alpha=8: 8 / (2 * 16)”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s stated variables and conditions; this…

Implementation mathematicsSource recovered; runtime not executed

sigma=4, alpha=8: 8 / (2 * 16) = 0.25.

gh-eq-513152b2a24e7162

func TestPerfectScorePersistsViaService(t *testing.T)

This relation defines Requirement with nothing required in the source section “func TestPerfectScorePersistsViaService(t *testing.T)”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s stated variables and conditions; this…

Implementation mathematicsSource recovered; runtime not executed

Requirement with nothing required => every component scores 100 => total exactly 100.

gh-eq-df5dd28e4ded86e2

func TestPerfectScorePersistsViaService(t *testing.T)

This relation defines Requirement with nothing required in the source section “func TestPerfectScorePersistsViaService(t *testing.T)”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s stated variables and conditions; this…

Implementation mathematicsSource recovered; runtime not executed

Requirement with nothing required => every component scores 100 => total exactly 100.

gh-eq-6b22db629e586f37

func TestPerfectScorePersistsViaService(t *testing.T)

This relation defines Requirement with nothing required in the source section “func TestPerfectScorePersistsViaService(t *testing.T)”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s stated variables and conditions; this…

Implementation mathematicsSource recovered; runtime not executed

Requirement with nothing required => every component scores 100 => total exactly 100.

gh-eq-dbdec7dded32e319

func TestPerfectScorePersistsViaService(t *testing.T)

This relation defines Requirement with nothing required in the source section “func TestPerfectScorePersistsViaService(t *testing.T)”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s stated variables and conditions; this…

Implementation mathematicsSource recovered; runtime not executed

Requirement with nothing required => every component scores 100 => total exactly 100.

gh-eq-e907a720878cefaf

func TestPerfectScorePersistsViaService(t *testing.T)

This relation defines Requirement with nothing required in the source section “func TestPerfectScorePersistsViaService(t *testing.T)”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s stated variables and conditions; this…

Implementation mathematicsSource recovered; runtime not executed

Requirement with nothing required => every component scores 100 => total exactly 100.

gh-eq-14e83b6640d79fa7

func TestPerfectScorePersistsViaService(t *testing.T)

This relation defines Requirement with nothing required in the source section “func TestPerfectScorePersistsViaService(t *testing.T)”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s stated variables and conditions; this…

Implementation mathematicsSource recovered; runtime not executed

Requirement with nothing required => every component scores 100 => total exactly 100.

gh-eq-eb1b8b15987fa06d

func TestPerfectScorePersistsViaService(t *testing.T)

This relation defines Requirement with nothing required in the source section “func TestPerfectScorePersistsViaService(t *testing.T)”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s stated variables and conditions; this…

Implementation mathematicsSource recovered; runtime not executed

Requirement with nothing required => every component scores 100 => total exactly 100.

gh-eq-bb0946db97f2afda

func TestPerfectScorePersistsViaService(t *testing.T)

This relation defines Requirement with nothing required in the source section “func TestPerfectScorePersistsViaService(t *testing.T)”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s stated variables and conditions; this…

Implementation mathematicsSource recovered; runtime not executed

Requirement with nothing required => every component scores 100 => total exactly 100.

gh-eq-648a7f70f7b05b02

func TestPerfectScorePersistsViaService(t *testing.T)

This relation defines Requirement with nothing required in the source section “func TestPerfectScorePersistsViaService(t *testing.T)”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s stated variables and conditions; this…

Implementation mathematicsSource recovered; runtime not executed

Requirement with nothing required => every component scores 100 => total exactly 100.

gh-eq-ce838c870352856e

func TestPerfectScorePersistsViaService(t *testing.T)

This relation defines Requirement with nothing required in the source section “func TestPerfectScorePersistsViaService(t *testing.T)”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s stated variables and conditions; this…

Implementation mathematicsSource recovered; runtime not executed

Requirement with nothing required => every component scores 100 => total exactly 100.

gh-eq-fa6e03d44aa9d2b2

func TestPerfectScorePersistsViaService(t *testing.T)

This relation defines Requirement with nothing required in the source section “func TestPerfectScorePersistsViaService(t *testing.T)”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s stated variables and conditions; this…

Implementation mathematicsSource recovered; runtime not executed

Requirement with nothing required => every component scores 100 => total exactly 100.

gh-eq-7c57293c17d9edd6

func TestPerfectScorePersistsViaService(t *testing.T)

This relation defines Requirement with nothing required in the source section “func TestPerfectScorePersistsViaService(t *testing.T)”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s stated variables and conditions; this…

Implementation mathematicsSource recovered; runtime not executed

Requirement with nothing required => every component scores 100 => total exactly 100.

gh-eq-bf61953fbd3eedd0

func TestPerfectScorePersistsViaService(t *testing.T)

This relation defines Requirement with nothing required in the source section “func TestPerfectScorePersistsViaService(t *testing.T)”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s stated variables and conditions; this…

Implementation mathematicsSource recovered; runtime not executed

Requirement with nothing required => every component scores 100 => total exactly 100.

gh-eq-4602c209f8dacfa0

func TestPerfectScorePersistsViaService(t *testing.T)

This relation defines Requirement with nothing required in the source section “func TestPerfectScorePersistsViaService(t *testing.T)”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s stated variables and conditions; this…

Implementation mathematicsSource recovered; runtime not executed

Requirement with nothing required => every component scores 100 => total exactly 100.

gh-eq-16349bb91e9d337f

func TestPerfectScorePersistsViaService(t *testing.T)

This relation defines Requirement with nothing required in the source section “func TestPerfectScorePersistsViaService(t *testing.T)”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s stated variables and conditions; this…

Implementation mathematicsSource recovered; runtime not executed

Requirement with nothing required => every component scores 100 => total exactly 100.

gh-eq-f2357321173d230c

func TestPerfectScorePersistsViaService(t *testing.T)

This relation defines Requirement with nothing required in the source section “func TestPerfectScorePersistsViaService(t *testing.T)”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s stated variables and conditions; this…

Implementation mathematicsSource recovered; runtime not executed

Requirement with nothing required => every component scores 100 => total exactly 100.

gh-eq-f85ca9da2314726c

func TestPerfectScorePersistsViaService(t *testing.T)

This relation defines Requirement with nothing required in the source section “func TestPerfectScorePersistsViaService(t *testing.T)”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s stated variables and conditions; this…

Implementation mathematicsSource recovered; runtime not executed

Requirement with nothing required => every component scores 100 => total exactly 100.

gh-eq-023f250c5c40705f

func TestPerfectScorePersistsViaService(t *testing.T)

This relation defines Requirement with nothing required in the source section “func TestPerfectScorePersistsViaService(t *testing.T)”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s stated variables and conditions; this…

Implementation mathematicsSource recovered; runtime not executed

Requirement with nothing required => every component scores 100 => total exactly 100.

gh-eq-51fbcc6194338317

func TestPerfectScorePersistsViaService(t *testing.T)

This relation defines Requirement with nothing required in the source section “func TestPerfectScorePersistsViaService(t *testing.T)”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s stated variables and conditions; this…

Implementation mathematicsSource recovered; runtime not executed

Requirement with nothing required => every component scores 100 => total exactly 100.

gh-eq-4340f5e1a2919f90

func TestPerfectScorePersistsViaService(t *testing.T)

This relation defines Requirement with nothing required in the source section “func TestPerfectScorePersistsViaService(t *testing.T)”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s stated variables and conditions; this…

Implementation mathematicsSource recovered; runtime not executed

Requirement with nothing required => every component scores 100 => total exactly 100.

gh-eq-1ee75612c314b338

func TestPerfectScorePersistsViaService(t *testing.T)

This relation defines Requirement with nothing required in the source section “func TestPerfectScorePersistsViaService(t *testing.T)”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s stated variables and conditions; this…

Implementation mathematicsSource recovered; runtime not executed

Requirement with nothing required => every component scores 100 => total exactly 100.

gh-eq-cc8b65871d890a19

func TestRDPToEpsilonConversionClosedForm(t *testing.T)

This relation defines A second independent point: rdp in the source section “func TestRDPToEpsilonConversionClosedForm(t *testing.T)”. Uses logarithmic scaling; its base and the positivity of its argument matter. Its interpretation depends on the source’s stated variables and conditions; this…

Implementation mathematicsSource recovered; runtime not executed

A second independent point: rdp=5 at alpha=10, delta=1e-6: 5 + ln(1e6)/9.

gh-eq-80c0357248284fc1

func TestRDPToEpsilonConversionClosedForm(t *testing.T) · rdp=0.25 at alpha=2, delta=1e-5: 0.25 + ln(1e5) / 1

This relation defines rdp in the source section “func TestRDPToEpsilonConversionClosedForm(t *testing.T) · rdp=0.25 at alpha=2, delta=1e-5: 0.25 + ln(1e5) / 1”. Uses logarithmic scaling; its base and the positivity of its argument matter. Its interpretation depends on the source’s stated variables…

Implementation mathematicsSource recovered; runtime not executed

rdp=0.25 at alpha=2, delta=1e-5: 0.25 + ln(1e5) / 1 = 0.25 + 11.512925465 = 11.762925465.

gh-eq-e777d4f03651b7d4

func TestReliabilityBinsAreHandComputed(t *testing.T)

This relation defines two points land in the [0.0,0.5) bin and two in the [0.5,1.0) bin with 5 bins in the source section “func TestReliabilityBinsAreHandComputed(t *testing.T)”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the…

Implementation mathematicsSource recovered; runtime not executed

two points land in the [0.0,0.5) bin and two in the [0.5,1.0) bin with 5 bins => width 0.2.

gh-eq-edde58fa56da9048

func TestReliabilityBinsAreHandComputed(t *testing.T) · bin 0: mean predicted (0.1+0.15)/2

This relation defines bin 0: mean predicted (0.1+0.15)/2 in the source section “func TestReliabilityBinsAreHandComputed(t *testing.T) · bin 0: mean predicted (0.1+0.15)/2”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s…

Implementation mathematicsSource recovered; runtime not executed

bin 0: mean predicted (0.1+0.15)/2 = 0.125, empirical (0+1)/2 = 0.5, count 2

gh-eq-26eb3c906f8a44b4

func TestReliabilityBinsAreHandComputed(t *testing.T) · bin 4: mean predicted (0.85+0.95)/2

This relation defines bin 4: mean predicted (0.85+0.95)/2 in the source section “func TestReliabilityBinsAreHandComputed(t *testing.T) · bin 4: mean predicted (0.85+0.95)/2”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the…

Implementation mathematicsSource recovered; runtime not executed

bin 4: mean predicted (0.85+0.95)/2 = 0.9, empirical (1+1)/2 = 1.0, count 2

gh-eq-509a55cf962efd30

func TestRetrievalRecallGate(t *testing.T)

This relation defines meanRecall@10 >= 0.8: a healthy search recalls nearly every relevant id within the top ten in the source section “func TestRetrievalRecallGate(t *testing.T)”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the…

Implementation mathematicsSource recovered; runtime not executed

meanRecall@10 >= 0.8: a healthy search recalls nearly every relevant id within the top ten of a twelve

gh-eq-659ad728bac1da71

func TestRetrievalRecallGate(t *testing.T)

This relation defines meanRecall@10 >= 0.8: a healthy search recalls nearly every relevant id within the top ten in the source section “func TestRetrievalRecallGate(t *testing.T)”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the…

Implementation mathematicsSource recovered; runtime not executed

meanRecall@10 >= 0.8: a healthy search recalls nearly every relevant id within the top ten of a twelve

gh-eq-e9b5cd0ba84eeffc

func TestRetrievalRecallGate(t *testing.T)

This relation defines meanRecall@10 >= 0.8: a healthy search recalls nearly every relevant id within the top ten in the source section “func TestRetrievalRecallGate(t *testing.T)”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the…

Implementation mathematicsSource recovered; runtime not executed

meanRecall@10 >= 0.8: a healthy search recalls nearly every relevant id within the top ten of a twelve

gh-eq-1ea525bea5915d13

func TestRetrievalRecallGate(t *testing.T)

This relation defines meanRecall@10 >= 0.8: a healthy search recalls nearly every relevant id within the top ten in the source section “func TestRetrievalRecallGate(t *testing.T)”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the…

Implementation mathematicsSource recovered; runtime not executed

meanRecall@10 >= 0.8: a healthy search recalls nearly every relevant id within the top ten of a twelve

gh-eq-44d12fc6e90fb2c4

func TestRetrievalRecallGate(t *testing.T)

This relation defines meanRecall@10 >= 0.8: a healthy search recalls nearly every relevant id within the top ten in the source section “func TestRetrievalRecallGate(t *testing.T)”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the…

Implementation mathematicsSource recovered; runtime not executed

meanRecall@10 >= 0.8: a healthy search recalls nearly every relevant id within the top ten of a twelve

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