the paper

as donto believed on

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-18.)

the paper has 139 facts recorded in Dontopedia across 51 references, with 13 live disagreements.

139 facts·105 predicates·51 sources·13 in dispute

Mostly:rdf:type(9), questions(5), exists(4)

Inbound mentions (65)

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.

`citesIn`Cites in(12)

Allen Et Al 2022ex:allen-et-al-2022
Allen Et Al 2024ex:allen-et-al-2024
Dumoulin Et Al 2025ex:dumoulin-et-al-2025
Fleishman Et Al 2023ex:fleishman-et-al-2023
Foote and Nystuen 2008ex:foote-and-nystuen-2008
Garland Et Al 2015ex:garland-et-al-2015
Ghani Et Al 2023ex:ghani-et-al-2023
Hagiwara Et Al 2023ex:hagiwara-et-al-2023
Mercado and Handel 2012ex:mercado-and-handel-2012
Rankin and Barlow 2005ex:rankin-and-barlow-2005
Riesch and Deecke 2011ex:riesch-and-deecke-2011
Van Merrinboer Et Al 2025ex:van-merrinboer-et-al-2025

`hasMaterial`Has Material(4)

Glue Stationex:glue-station
Marker Stationex:marker-station
Paint Stationex:paint-station
Paper Stationex:paper-station

`requiresMaterial`Requires Material(4)

Glue Stationex:glue-station
Marker Stationex:marker-station
Paint Stationex:paint-station
Paper Stationex:paper-station

`presupposesExistenceOf`Presupposes Existence of(3)

Bivector Field Dynamics Engineex:bivector-field-dynamics-engine
Bivector Field Moduleex:bivector-field-module
Textex:text

`authored`Authored(2)

Gordon Grimwadeex:gordon-grimwade
Heather Burkeex:heather-burke

`examples`Examples(2)

School Suppliesex:school-supplies
Template Materialsex:template-materials

`mentionsEntity`Mentions Entity(2)

Lisamegawattsex:lisamegawatts
Msg 2026 03 22 18 03 01ex:msg-2026-03-22-18-03-01

`partOf`Part of(2)

Cross Scale Tableex:cross-scale-table
Equation 24aex:equation-24a

`predictedBy`Predicted by(2)

Continuous Transitionex:continuous-transition
Paper Prediction Colocalizationex:paper-prediction-colocalization

`referencedFrom`Referenced From(2)

Appendix aex:appendix-a
Appendix Bex:appendix-b

`accompaniedBy`Accompanied by(1)

Party Invitationex:party-invitation

`appearsOn`Appears on(1)

Motionsex:motions

`arePapersActualPrediction`Are Papers Actual Prediction(1)

Mev Hard Tail Measurementsex:mev-hard-tail-measurements

`assertsProvability`Asserts Provability(1)

Lisamegawattsex:lisamegawatts

`bindsIn`Binds in(1)

Bookbinding Serviceex:bookbinding-service

`citedInText`Cited in Text(1)

Bell 1997ex:bell-1997

`confirmPredictions`Confirm Predictions(1)

Simulation Resultsex:simulation-results

`contains`Contains(1)

Dark Green Bottleex:dark-green-bottle

`currentlyHasInStockForSale`Currently Has in Stock for Sale(1)

Pabbury Lamb and Companyex:pabbury-lamb-and-company

`currentlyStocksForSale`Currently Stocks for Sale(1)

Pabbury Lamb and Companyex:pabbury-lamb-and-company

`deliveredWithForce`Delivered With Force(1)

Mr a S Kennedyex:mr-a-s-kennedy

`depicts`Depicts(1)

Scissors Photoex:scissors-photo

`example`Example(1)

Compost Brown Materialsex:compost-brown-materials

`ex:examples`Ex:examples(1)

Recycle Boxex:recycle-box

`framesSimulationAsValidating`Frames Simulation As Validating(1)

Textex:text

`functionallyEquivalentTo`Functionally Equivalent to(1)

Wrappingex:wrapping

`hasInStock`Has in Stock(1)

Pabbury Lamb and Companyex:pabbury-lamb-and-company

`hasNowInStockForSale`Has Now in Stock for Sale(1)

Pabbury Lamb and Companyex:pabbury-lamb-and-company

`imported`Imported(1)

Burwahex:burwah

`imported2CasesPaper`Imported2 Cases Paper(1)

Daccaex:dacca

`isCompleteImplementationOf`Is Complete Implementation of(1)

Bivector Field Moduleex:bivector-field-module

`mentionedIn`Mentioned in(1)

Theoryex:theory

`predictedByPaper`Predicted by Paper(1)

Regime Iiex:regime-ii

`reading`Reading(1)

William Mulldoonex:william-mulldoon

`referencedEntity`Referenced Entity(1)

Traves Thebergeex:traves_theberge

`requestedToState`Requested to State(1)

Salvation Army Appealex:salvation-army-appeal

`sourceOfKnowledge`Source of Knowledge(1)

Paper Q Proportionalityex:paper-q-proportionality

`stocksPaper`Stocks Paper(1)

Pabbury Lamb and Companyex:pabbury-lamb-and-company

`usedElegantDictionIn`Used Elegant Diction in(1)

Mr a S Kennedyex:mr-a-s-kennedy

`validatesPredictionOf`Validates Prediction of(1)

Simulation 256 Points 2000 Stepsex:simulation-256-points-2000-steps

Other facts (136)

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.

136 facts

Predicate	Value	Ref
Rdf:type	Document	[42]
Rdf:type	Document	[43]
Rdf:type	Document	[44]
Rdf:type	Academic Paper	[45]
Rdf:type	Document	[46]
Rdf:type	Material	[47]
Rdf:type	Writing Material	[48]
Rdf:type	Academic Paper	[50]
Rdf:type	Alternative Material	[51]
Questions	Further Legal Regulations	[27]
Questions	further legal regulations controlling abuses	[29]
Questions	Further Legal Regulations Effectiveness	[31]
Questions	Further Legal Regulations	[33]
Questions	whether further legal regulations would have controlled some of the abuses	[34]
Exists	true	[9]
Exists	true	[12]
Exists	Null	[15]
Exists	true	[16]
Examines	Unregulated Aboriginal Child Labour	[27]
Examines	Unregulated Aboriginal Child Labour	[29]
Examines	Unregulated Aboriginal Child Labour	[33]
Examines	Unregulated Aboriginal Child Labour Queensland 1842 1902	[34]
Includes Other Relevant Information	Resources Used	[40]
Includes Other Relevant Information	Location of Campsites	[40]
Includes Other Relevant Information	Details of Track Use	[40]
Includes Other Relevant Information	Archaeological Remains	[40]
Advocates	time scaling	[5]
Advocates	Future Research	[35]
Advocates	Targeted Excavations	[38]
Suggests	Government Reluctance to Invoke Laws	[27]
Suggests	government reluctant to invoke laws	[29]
Suggests	even if laws... had existed, the Queensland government would have been reluctant to invoke them	[34]
Reviews Examples of	Biological Polycomputing	[3]
Reviews Examples of	Technological Polycomputing	[3]
Predicts	R Approaches 1	[8]
Predicts	R Approaches 0	[8]
Builds on	Brief History Chinese Fnq	[35]
Builds on	Begus Et Al 15 Findings	[49]
Presented at	Peripheral Visions Conference	[41]
Presented at	Neurips 2025 Workshop	[50]
Characteristic	Mathematically Exact	[43]
Characteristic	Provable	[43]
Has Corresponding Author	Lauren Harrell	[50]
Has Corresponding Author	Andrea Burns	[50]
Provides Evidence	Strong Numbers	[1]
Makes Strong Case for Testing	Continual Learning	[1]
Motivates Testing	Continual Learning	[1]
Receives Praise	Rolandnsharp7643	[1]
Xenonfun Suggests Migrate Wand B to	Monumental Systems Org	[2]
Argues Necessitated by	Evolutionary Study	[3]
Performs Review	Polycomputing Examples	[3]
References Physical Computing Literature	Rapidly Growing Physical Computing Literature	[3]
Presupposes Evolved Nature of	Biological Systems	[3]
Develops Idea	Overloading Principle	[3]
Develops Idea That	Overloading Different Functions on Same Hardware	[3]
Is Provable	true	[4]
Is Mathematically Exact	true	[4]
Solves	Yang Mills Mass Gap	[4]
Applies Across	Different Domains	[4]
Has Application	Different Domains	[4]
Lacks Hand Wavy Elements	Nothing Hand Wavy	[4]
Contains	Mathematical Proof	[4]
Proposed Title	all you need is time	[5]
Not Perfectly Synced With	Data	[6]
Might Not Have Been	Perfectly Synced With Data	[6]
Pretty Close to Data	null	[6]
Must Have Been	Pretty Close	[6]
Has Three Clean Results	true	[7]
References Modulation Theory	100 Years	[7]
Is Referenced Multiple Times	null	[8]
Predicts Kt Formula	null	[8]
Predicts Colocalization With	V a Cubed Heating	[9]
Defines Regime Ii	true	[9]
Predicts Resistivity Independence	true	[9]
Predicts Q Proportional to	V a Cubed Over L	[9]
Predicts Colocalization of	\|[f Nabla F]\|	[9]
Makes Key Prediction	Q Proportional Va3 L	[9]
Provides Explanation for	Commutator Properties	[10]
Makes Prediction on	Quantum Scale Rise Times	[11]
Referenced by	Lean Comment	[13]
Influences Optimizer Plan	null	[14]
Predicts Hard Tails	Mev Scale	[16]
References Pbs Style	Pbs	[17]
Advocates Unification	null	[17]
Claims Not Fundamentally Different	["ex:electromagnetism","ex:strong-force","ex:superconductivity","ex:turbulence"]	[17]
Claims Unified Mechanism	null	[17]
Contextualized in Traditional Physics Separation	null	[17]
Equates Phenomena As Same Kind	null	[17]
Proposes Mechanism for	["ex:electromagnetism","ex:superconductors","ex:turbulence","ex:magnetars","ex:particle-physics"]	[17]
Presupposes Existence of Bivectors	null	[17]
Might Explain	["ex:electromagnetism","ex:superconductors","ex:turbulence","ex:magnetars","ex:particle-physics"]	[17]
Ontologically Reduces to Non Commutativity	null	[17]
Crowded With Reports of	Doings of Ministers and Members on Travels	[18]
Would Not Repeat Offence Without	Grave and Weighty Reason	[19]
Read by Gas Lamp Light	Narrator	[20]
Evaluated As	long and interesting	[21]
Implies	Navigable Passage	[22]
Liked for	Flying Handicap	[23]
Is	Meteorological Form	[24]
Independent of Local Crowd	Little Crowd	[25]

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.

139 undated

—

providesEvidenceblah/papers/part-7

ex:strong-numbers

—

makesStrongCaseForTestingblah/papers/part-7

ex:continual-learning

—

motivatesTestingblah/papers/part-7

ex:continual-learning

—

receivesPraiseblah/papers/part-7

ex:rolandnsharp7643

—

xenonfunSuggestsMigrateWandBToblah/papers/part-5

ex:monumental-systems-org

—

reviewsExamplesOfblah/random/part-15

ex:biological-polycomputing

—

arguesNecessitatedByblah/random/part-15

ex:evolutionary-study

—

performsReviewblah/random/part-15

ex:polycomputing-examples

—

reviewsExamplesOfblah/random/part-15

ex:technological-polycomputing

—

referencesPhysicalComputingLiteratureblah/random/part-15

ex:rapidly-growing-physical-computing-literature

—

presupposesEvolvedNatureOfblah/random/part-15

ex:biological-systems

—

developsIdeablah/random/part-15

ex:overloading-principle

—

developsIdeaThatblah/random/part-15

ex:overloading-different-functions-on-same-hardware

—

isProvableblah/random/part-42

true

—

isMathematicallyExactblah/random/part-42

true

—

solvesblah/random/part-42

ex:yang-mills-mass-gap

—

appliesAcrossblah/random/part-42

ex:different-domains

—

hasApplicationblah/random/part-42

ex:different-domains

—

lacksHandWavyElementsblah/random/part-42

ex:nothing-hand-wavy

—

containsblah/random/part-42

ex:mathematical-proof

—

proposedTitleblah/unturf/part-71

all you need is time

—

advocatesblah/unturf/part-71

time scaling

—

notPerfectlySyncedWithblah/watt-activation/part-2

ex:data

—

mightNotHaveBeenblah/watt-activation/part-2

ex:perfectly-synced-with-data

—

prettyCloseToDatablah/watt-activation/part-2

null

—

mustHaveBeenblah/watt-activation/part-2

ex:pretty-close

—

hasThreeCleanResultsblah/watt-activation/part-323

true

—

referencesModulationTheoryblah/watt-activation/part-323

ex:100-years

—

isReferencedMultipleTimesblah/watt-activation/part-518

null

—

predictsblah/watt-activation/part-518

ex:r-approaches-1

—

predictsblah/watt-activation/part-518

ex:r-approaches-0

—

predictsKtFormulablah/watt-activation/part-518

null

—

predictsColocalizationWithblah/watt-activation/part-524

ex:v_a-cubed-heating

—

definesRegime-iiblah/watt-activation/part-524

true

—

existsblah/watt-activation/part-524

true

—

predictsResistivityIndependenceblah/watt-activation/part-524

true

—

predictsQProportionalToblah/watt-activation/part-524

ex:v_a-cubed-over-l

—

predictsColocalizationOfblah/watt-activation/part-524

ex:|[f-nabla-f]|

—

makesKeyPredictionblah/watt-activation/part-524

ex:q-proportional-va3-l

—

providesExplanationForblah/watt-activation/part-516

ex:commutator-properties

—

makesPredictionOnblah/watt-activation/part-520

ex:quantum-scale-rise-times

—

existsblah/watt-activation/part-570

true

—

referencedByblah/watt-activation/part-575

ex:lean-comment

—

influencesOptimizerPlanblah/watt-activation/part-93

null

—

existsblah/watt-activation/part-434

ex:null

—

predictsHardTailsblah/watt-activation/part-526

ex:mev-scale

—

existsblah/watt-activation/part-526

true

—

referencesPbsStyleblah/watt-activation/part-563

ex:pbs

—

advocatesUnificationblah/watt-activation/part-563

null

—

claimsNotFundamentallyDifferentblah/watt-activation/part-563

["ex:electromagnetism","ex:strong-force","ex:superconductivity","ex:turbulence"]

—

claimsUnifiedMechanismblah/watt-activation/part-563

null

—

contextualizedInTraditionalPhysicsSeparationblah/watt-activation/part-563

null

—

equatesPhenomenaAsSameKindblah/watt-activation/part-563

null

—

proposesMechanismForblah/watt-activation/part-563

["ex:electromagnetism","ex:superconductors","ex:turbulence","ex:magnetars","ex:particle-physics"]

—

presupposesExistenceOfBivectorsblah/watt-activation/part-563

null

—

mightExplainblah/watt-activation/part-563

["ex:electromagnetism","ex:superconductors","ex:turbulence","ex:magnetars","ex:particle-physics"]

—

ontologicallyReducesToNonCommutativityblah/watt-activation/part-563

null

—

crowdedWithReportsOftrove-cooktown/cingalese

ex:doings-of-ministers-and-members-on-travels

—

wouldNotRepeatOffenceWithouttrove-cooktown/prostitution

ex:grave-and-weighty-reason

—

readByGasLampLighttrove-cooktown/nunn

ex:narrator

—

evaluatedAslaura-corridor/loop6-roth-ethnography

long and interesting

—

impliesbrackenridge-cairns-1880-1900/trove-new/171355620_Saturday-28-November-1896-feminter-or-the-aurora-land-of-the-south-chapter-iv

ex:navigable-passage

—

likedForbrackenridge-cairns-1880-1900/trove-new/77212488_Friday-2-June-1882-notes-on-current-events-a-portion-of-the-following-is-compil

ex:flying-handicap

—

isbrackenridge-cairns-1880-1900/trove-new/150554265_Saturday-27-March-1937_SEALED-IN-BOTTLE-METEOROLOGICAL-FORM-FIND-AT-COOKTOWN-COOKTOWN-March-22

ex:meteorological-form

—

independentOfLocalCrowdbrackenridge-cairns-1880-1900/trove-new/168435899_Saturday-21-September-1889_No-title

ex:little-crowd

—

framesAsChoicebrackenridge-cairns-1880-1900/trove-new/168435899_Saturday-21-September-1889_No-title

ex:two-courses

—

authorisedToStateDeadlinesbrackenridge-cairns-1880-1900/trove-new/169522261_Saturday-10-September-1881_Local-News

null

—

callsAttentionToAdbrackenridge-cairns-1880-1900/trove-new/169522261_Saturday-10-September-1881_Local-News

null

—

advocatesProperApplicationsbrackenridge-cairns-1880-1900/trove-new/169522261_Saturday-10-September-1881_Local-News

null

—

questionsrosie-reynolds-massacre-connection/metadata-reingest/001-historycooperative-org-journal-unregulated-employment-of-aboriginal-children-e872c6909923

ex:further-legal-regulations

—

examinesrosie-reynolds-massacre-connection/metadata-reingest/001-historycooperative-org-journal-unregulated-employment-of-aboriginal-children-e872c6909923

ex:unregulated-aboriginal-child-labour

—

concludesrosie-reynolds-massacre-connection/metadata-reingest/001-historycooperative-org-journal-unregulated-employment-of-aboriginal-children-e872c6909923

ex:reluctance

—

suggestsrosie-reynolds-massacre-connection/metadata-reingest/001-historycooperative-org-journal-unregulated-employment-of-aboriginal-children-e872c6909923

ex:government-reluctance-to-invoke-laws

—

readOnrosie-reynolds-massacre-connection/trove-hartley-sykes-oconnor-cape-bedford-71985104

ex:northern-territory-south-australia

—

questionsrosie-reynolds-massacre-connection/unregulated-employment-of-aboriginal-children-in-queensland-1842-1902

further legal regulations controlling abuses

—

examinesrosie-reynolds-massacre-connection/unregulated-employment-of-aboriginal-children-in-queensland-1842-1902

ex:unregulated-aboriginal-child-labour

—

suggestsrosie-reynolds-massacre-connection/unregulated-employment-of-aboriginal-children-in-queensland-1842-1902

government reluctant to invoke laws

—

examinesUnregulatedUseOfrosie-reynolds-massacre-connection/downloaded-archives-2026-05-05-2026-05-06-batch-11529941ec1f

ex:aboriginal-child-labour

—

questionsrosie-reynolds-massacre-connection/downloaded-arch-3cbd24974598

ex:further-legal-regulations-effectiveness

—

linkedrosie-reynolds-massacre-connection/griffith-calculating-lives-forced-separations-roth-labour-yarrabah-chunk-07-of-07

ex:importance-separating-children-parents-employment-cotton

—

examinesrosie-reynolds-massacre-connection/downloaded-arch-1ce41413ea58

ex:unregulated-aboriginal-child-labour

—

questionsrosie-reynolds-massacre-connection/downloaded-arch-1ce41413ea58

ex:further-legal-regulations

—

examinesrosie-reynolds-massacre-connection/downloaded-arch-f6b973be4b94

ex:unregulated-aboriginal-child-labour-queensland-1842-1902

—

questionsrosie-reynolds-massacre-connection/downloaded-arch-f6b973be4b94

whether further legal regulations would have controlled some of the abuses

—

suggestsrosie-reynolds-massacre-connection/downloaded-arch-f6b973be4b94

even if laws... had existed, the Queensland government would have been reluctant to invoke them

—

advocatesrosie-reynolds-massacre-connection/kubara-kuku-yalanji-chinese-north-queensland-source-pivot

ex:future-research

—

presentsReviewOfrosie-reynolds-massacre-connection/kubara-kuku-yalanji-chinese-north-queensland-source-pivot

ex:previous-historical-archaeological-work

—

identifiesGapsrosie-reynolds-massacre-connection/kubara-kuku-yalanji-chinese-north-queensland-source-pivot

null

—

providesOverviewOfrosie-reynolds-massacre-connection/kubara-kuku-yalanji-chinese-north-queensland-source-pivot

ex:historical-archaeology-overseas-chinese-fnq

—

buildsOnrosie-reynolds-massacre-connection/kubara-kuku-yalanji-chinese-north-queensland-source-pivot

ex:brief-history-chinese-fnq

—

reviewsrosie-reynolds-massacre-connection/kubara-kuku-yalanji-chinese-north-queensland-source-pivot

ex:previous-work

—

publishedInrosie-reynolds-massacre-connection/kubara-kuku-yalanji-chinese-north-queensland-source-pivot

ex:qar-vol-16-2013

—

focusesOnComparisonsrosie-reynolds-massacre-connection/kubara-kuku-yalanji-chinese-north-queensland-source-pivot

null

—

focusesOnrosie-reynolds-massacre-connection/kubara-kuku-yalanji-chinese-north-queensland-source-pivot

ex:comparisons-glass-ceramics

—

focusesOnSouthKennedyNorthLeichhardtrosie-reynolds-massacre-connection/race-relations-north-queensland-fulltext-chunk-03

ex:south-kennedy-north-leichhardt

—

investigatesAboriginalEuropeanRelationsrosie-reynolds-massacre-connection/race-relations-north-queensland-fulltext-chunk-03

ex:high-rainfall-coastal-section

—

seeksReasonsForAboriginalPopulationDestructionrosie-reynolds-massacre-connection/race-relations-north-queensland-fulltext-chunk-03

ex:aboriginal-population-destruction

—

emphasizes1860sAnd1870srosie-reynolds-massacre-connection/race-relations-north-queensland-fulltext-chunk-03

1860s and 1870s

—

discussesChallengesInrosie-reynolds-massacre-connection/portion-144-eastern-kuku-yalanji-daintree-survey-context

ex:land-surveying-perspective

—

advocatesrosie-reynolds-massacre-connection/jcu-historical-archaeology-chinese-far-north-queensland-cooktown-palmer-bd06eb7791b7

ex:targeted-excavations

—

providesOverviewrosie-reynolds-massacre-connection/jcu-historical-archaeology-chinese-far-north-queensland-cooktown-palmer-bd06eb7791b7

ex:fnq-chinese-archaeology

—

referencesrosie-reynolds-massacre-connection/rains-webs-association-overseas-chinese-social-landscape-early-cooktown-c036f926c835

ex:greenwood-1993

—

appliesApproachrosie-reynolds-massacre-connection/rains-webs-association-overseas-chinese-social-landscape-early-cooktown-c036f926c835

ex:agency-network-theory

—

includesOtherRelevantInformationrosie-reynolds-massacre-connection/jcu-aboriginal-walking-tracks-camp-sites-china-camp-daintree-mossman-0335e9321090

ex:resources-used

—

includesOtherRelevantInformationrosie-reynolds-massacre-connection/jcu-aboriginal-walking-tracks-camp-sites-china-camp-daintree-mossman-0335e9321090

ex:location-of-campsites

—

includesOtherRelevantInformationrosie-reynolds-massacre-connection/jcu-aboriginal-walking-tracks-camp-sites-china-camp-daintree-mossman-0335e9321090

ex:details-of-track-use

—

includesOtherRelevantInformationrosie-reynolds-massacre-connection/jcu-aboriginal-walking-tracks-camp-sites-china-camp-daintree-mossman-0335e9321090

ex:archaeological-remains

—

presentedAtrosie-reynolds-massacre-connection/aborigines-europeans-criminal-law-townsville-child-rosie-boundary-3248

ex:peripheral-visions-conference

—

typeblah/papers/3

ex:Document

—

typeblah/random/42

ex:Document

—

labelblah/random/42

the paper

—

topicblah/random/42

ex:clifford-lohe

—

containsProofblah/random/42

ex:clifford-lohe

—

containsContentblah/random/42

ex:model-application

—

providesSolutionToblah/random/42

ex:yang-mills-mass-gap

—

characteristicblah/random/42

ex:mathematically-exact

—

characteristicblah/random/42

ex:provable

—

typeblah/unturf/71

ex:Document

—

provisionalTitleblah/unturf/71

all you need is time

—

typeblah/watt-activation/521

ex:AcademicPaper

—

labelblah/watt-activation/521

the paper

—

typeblah/watt-activation/522

ex:Document

—

labelblah/watt-activation/522

the paper

—

typeseven-sisters-of-sleep/43

ex:Material

—

typelocomo/3c6d4d18-4461-48d2-ba5c-6c7c6ee7ab29

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51 references

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[42]31 fact
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  [2026-01-14 11:37] ajaxdavis: definitely not against it, a few more moving parts to be had imo, i'd rather pay out the window, and focus on better prompts etc with expensive sota the cost of a lesser model getting 0.1% of find and replace…
[43]428 facts
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  [2026-03-22 18:03] lisamegawatts: i made up the clifford lohe by unifying two seemingly different areas into one framework, and the paper is both a mathematical proof of the model, its application across different domains, and the solution …
[44]712 facts
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  [2026-03-21 10:58] foxhop.: (files: Screenshot_from_2026-03-21_06-57-58.png) [2026-03-21 15:46] foxhop.: (files: Screenshot_from_2026-03-21_11-46-11.png) [2026-03-21 15:46] foxhop.: new attempt is going to take a month... [2026-03-21 15:4…
[45]5212 facts
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  [2026-03-23 01:01] xenonfun: ⏺ Excellent results at higher resolution (256 points, 2000 steps): - 95-100% Regime II throughout — solar wind is firmly in the strong-field astrophysics regime - Commutator-heating correlation stays at ~0.…
[46]5222 facts
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  [2026-03-23 01:05] xenonfun: ``` Physics interpretation: 1. Correlation decay is real physics, not a bug. As the commutator dissipates energy (90.7% gone by step 20K), the field homogenizes — bivector planes become more co-planar …
[47]431 fact
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  see a man who has brought us news of our little daughter Maria!’ then, turning to the visitor, continued, ’and what was my little daughter doing when you left?’ ‘Oh, she was sitting at the feet of the Virgin with a golden crown on her head,…
[48]3c6d4d18 4461 48d2 Ba5c 6c7c6ee7ab291 fact
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  [Session date: 6:29 pm on 7 July, 2023] John: Maria, since we talked, it's been tough. My old area was hit by a nasty flood last week. The infrastructure wasn't great so lots of homes were ruined. It's reminding me we need to fix things up …
[49]tp:paper:72e1678d-8be2-4d6c-b2bb-bea4a46fa2cb:claims2 facts
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  studied by magnetoencephalography. InAuditory signal processing(eds D Pressnitzer, A de Cheveigné, S McAdams, L Collet), pp. 154–161. New York, NY: Springer New York. (doi:10.1007/0-387-27045-0_19) 44.Poole JH. 2011 Behavioral contexts of e…
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  hales have different baseline coda durations. Fifth, the edge clicks of co‑ das sometimes match the adjacent codas, which is suggestive of coarticulation. Crucially, we report these properties in a culturally learnt animal communication sys…
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  =−3.07,p=0.002). Mismatched first clicks are also more frequent oni‑codas than ona‑codas. The preceding vowel does not have a significant effect on the rate of mismatched first clicks (i.e. there is no effect of whether the preceding vowel …
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  far the most common type produced by members of the EC1 clan and the only type that has enough instances of the two coda vowels. Additionally, we restricted our analysis to codas produced by four whales only. Atwood, Fork, Pinchy and TBB ea…
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  ded from http://royalsocietypublishing.org/rspb/article-pdf/doi/10.1098/rspb.2025.2994/6132512/rspb.2025.2994.pdf by guest on 12 June 2026 3 royalsocietypublishing.org/journal/rspb Proc. R. Soc. B 293: 20252994 ............................…
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  royalsocietypublishing.org/journal/rspb Research Cite this article:Beguš G, Dąbkowski M, Sprouse RL, Gruber DF, Gero S. 2026 The phonology of sperm whale coda vowels.Proc. R. Soc. B293: 20252994. https://doi.org/10.1098/rspb.2025.2994 Recei…
- full textThe phonology of sperm whale coda vowels
  application/pdf55 KBtp:paper:72e1678d-8be2-4d6c-b2bb-bea4a46fa2cb
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  royalsocietypublishing.org/journal/rspb Research Cite this article:Beguš G, Dąbkowski M, Sprouse RL, Gruber DF, Gero S. 2026 The phonology of sperm whale coda vowels.Proc. R. Soc. B293: 20252994. https://doi.org/10.1098/rspb.2025.2994 Rec…
[50]tp:paper:c75b96b4-5c8e-4a8f-bf4c-2af6ba7423d9:claims11 facts
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  nighan, T. B. Brown, B. Chess, R. Child, S. Gray, A. Radford, J. Wu, and D. Amodei. Scaling laws for neural language models. arXiv [cs.LG], Jan. 2020. E. Mercado and S. Handel. Understanding the structure of humpback whale songs (l). The Jo…
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  Marine Science, 11:1394695, 2024. J. A. Allen, E. C. Garland, C. Garrigue, R. A. Dunlop, and M. J. Noad. Song complexity is maintained during inter-population cultural transmission of humpback whale songs. Scientific reports, 12(1): 8999, 2…
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  atasets with thousands of classes can be high performing, even on out-of-domain down- stream tasks. Next, the ‘bittern lesson’ learned when training Perch 2.0 was that bird species classification in particular is a challenging su- pervision…
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  = 8k = 16k = 8 k = 16k = 8 k = 16 GMWM0.8900.9140.7640.8210.9360.9540.868* 0.917*0.8230.855 SurfPerch 0.9320.9470.8590.9030.9810.9840.7960.8990.982* 0.986* Perch 1.0 0.9580.9680.9010.9310.9770.9810.8360.9050.9580.970 Perch 2.0 0.9…
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  V2.348 kHz3.0102420.0MBirds, Frogs AVES-bio16 kHzVariable768 2 94.4MGeneral Audio BirdAVES (large)16 kHzVariable1024 3 315.4MGeneral Audio + Birds 4 Comparison models. As our goal is to provide guidance on which pretrained embedding models …
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  ludes new classes unseen by the models. The classes used in the NOAA PIPAN evaluation set include anthropomorphic noise, unknown whale species, and the following baleen whale species: common minke whale, humpback whale, sei whale, blue whal…
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  ained on log-mel spectrograms using a classification loss. Additionally, the model used a form of self-distillation and a self-supervised loss (in the form of source recording prediction) with the goal of producing strong embeddings that ar…
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  ion as new sounds are discovered while not having large amounts of human labeled data. Despite these challenges, passive acoustic monitoring is a critical tool for marine conservation and ecology (Fleishman et al., 2023), and discoveries ab…
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  Perch 2.0 transfers ‘whale’ to underwater tasks Andrea Burns ∗ Google DeepMind Lauren Harrell ∗ Google Research Bart van Merriënboer Google DeepMind Vincent Dumoulin Google DeepMind Jenny Hamer Google DeepMind Tom Denton Google DeepMind Abs…
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  monitoring. Ecol. Inform., 61(101236):101236, Mar. 2021. 6 J. Kaplan, S. McCandlish, T. Henighan, T. B. Brown, B. Chess, R. Child, S. Gray, A. Radford, J. Wu, and D. Amodei. Scaling laws for neural language models. arXiv [cs.LG], Jan. 2020…
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  e datasets with thousands of classes can be high performing, even on out-of-domain down- stream tasks. Next, the ‘bittern lesson’ learned when training Perch 2.0 was that bird species classification in particular is a challenging su- pervis…
- full textchunk-003
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  ce on which pretrained embedding models should be used for agile modeling and transfer learning (with existing tools), we limit our comparisons to models supported in the Perch Hoplite Github repository 5 . We compare the performance of the…
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  l of producing strong embeddings that are linearly separable for a wide range of bioacoustics tasks. Embeddings from the Perch model have shown successful generalization to tasks other than species classification (e.g., individual identific…
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  Perch 2.0 transfers ‘whale’ to underwater tasks Andrea Burns ∗ Google DeepMind Lauren Harrell ∗ Google Research Bart van Merriënboer Google DeepMind Vincent Dumoulin Google DeepMind Jenny Hamer Google DeepMind Tom Denton Google DeepMind Abs…
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  Perch 2.0 transfers ‘whale’ to underwater tasks Andrea Burns ∗ Google DeepMind Lauren Harrell ∗ Google Research Bart van Merriënboer Google DeepMind Vincent Dumoulin Google DeepMind Jenny Hamer Google DeepMind Tom Denton Google DeepMind A…
[51]F2d678bd 0c86 4fb0 8e9e Ffc9ecb8ef661 fact
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  [Session date: 2023/06/11 (Sun) 05:12] User: I'm planning to create a new piece inspired by the sunset on the beach. Can you suggest some colors and techniques to achieve a warm, sandy texture? Assistant: What a lovely idea! Capturing the e…

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