pub.layers.judgment

The record mains declare key: any (Scheme A): rkeys may be arbitrary strings rather than TIDs. An experimentDef is a type-level protocol; the token event that runs it is a pub.layers.acquisition.session, which links back via session.experimentRef. Neural, eye-tracking, and other instrument data captured during a judgment task live in pub.layers.media signal records placed on the session clock.

Linguistic judgment records for annotation experiments, crowdsourced judgments, and inter-annotator agreement. Inspired by bead's framework for constructing, deploying, and analyzing large-scale linguistic judgment experiments.

Types

experimentDef

NSID: pub.layers.judgment.experimentDef Type: Record

Definition of an annotation or judgment experiment.

Field	Type	Description
name	string	Experiment name.
description	string	Detailed description.
measureTypeUri	at-uri	AT-URI of the measure type definition node. Community-expandable via knowledge graph.
measureType	string	What property or behavior is being measured (fallback). Known values: acceptability, inference, similarity, plausibility, comprehension, preference, extraction, reading-time, production, custom
taskTypeUri	at-uri	AT-URI of the response instrument definition node. Community-expandable via knowledge graph.
taskType	string	Response instrument: how the response is collected (fallback). Known values: forced-choice, multi-select, ordinal-scale, magnitude, continuous, binary, categorical, free-text, cloze, span-labeling, custom
guidelines	string	Task guidelines and instructions.
guidelinesFormat	string	Format of the guidelines text, so consumers can render it safely without sniffing. Defaults to plain when omitted. Known values: plain, html, markdown
ontologyRef	at-uri	Reference to the ontology used.
personaRef	at-uri	Reference to the persona defining the annotation framework.
corpusRef	at-uri	Reference to the corpus.
templateRefs	array	References to pub.layers.resource.template records used to generate stimuli. Array of at-uri
collectionRefs	array	References to pub.layers.resource.collection records providing filler pools. Array of at-uri
presentation	ref	How stimuli are displayed to participants. Ref: pub.layers.judgment.defs#presentationSpec
recordingMethods	array	Data capture instruments used in this experiment. Array of ref: pub.layers.judgment.defs#recordingMethod
design	ref	Experiment design specification (list constraints, distribution, item order). Ref: pub.layers.judgment.defs#experimentDesign
scaleMin	integer	Minimum scale value for ordinal-scale judgments.
scaleMax	integer	Maximum scale value.
labels	array	Available labels for categorical judgments. Array of strings
stimulusExpressionRefs	array	References to pub.layers.expression.expression records used as stimuli (text stimuli). Array of at-uri
stimulusMediaRefs	array	References to pub.layers.media.media records used as stimuli (audio, video, image, signal, and other carrier stimuli). Array of at-uri
languages	array	BCP-47 language tags of the stimuli. Empty when unspecified. Array of strings (item max 32). No array-level cap.
languageRefs	array	Grounded language references for the stimuli, carrying canonical BCP-47 tag, script/region codes, variety label, and a knowledge-graph source (glottolog, iso639-3, cldr). Use both. Array of ref: pub.layers.defs#languageRef
knowledgeRefs	array	Knowledge graph references. Array of ref: pub.layers.defs#knowledgeRef
licensing	ref	Licensing terms governing this experiment definition (supports dual/multi/component licensing). Ref: pub.layers.defs#licensing
eprintRefs	array	Eprint records (papers/preprints) describing or associated with this experiment. Array of at-uri (max 64)
reproducibility	ref	How this experiment dataset was produced (code, commit, command, environment, seed). Ref: pub.layers.defs#reproducibilityInfo
features	ref	Ref: pub.layers.defs#featureMap
createdAt	datetime	Record creation timestamp.

Stimuli split into two type-discriminated arrays (stimulusExpressionRefs for text, stimulusMediaRefs for carriers) rather than one polymorphic ref, so a renderer dispatches on the array without resolving each AT-URI.

judgmentSet

NSID: pub.layers.judgment.judgmentSet Type: Record

A set of judgments from a single annotator for an experiment.

Field	Type	Description
experimentRef	at-uri	Reference to the experiment.
agent	ref	The agent who produced this judgment set. Ref: pub.layers.defs#agentRef
judgments	array	The judgments. Array of ref: pub.layers.judgment.defs#judgment
metadata	ref	Ref: pub.layers.defs#annotationMetadata
knowledgeRefs	array	Knowledge graph references. Array of ref: pub.layers.defs#knowledgeRef
features	ref	Open-ended features (e.g., annotator demographics, session metadata, completion time). Ref: pub.layers.defs#featureMap
createdAt	datetime	Record creation timestamp.

judgment

NSID: pub.layers.judgment.defs#judgment Type: Object

A single judgment about a linguistic item.

Field	Type	Description
item	ref	Reference to the item being judged. Ref: pub.layers.defs#objectRef
fillingRef	at-uri	Reference to the pub.layers.resource.filling that generated the item being judged.
categoricalValue	string	Categorical judgment label.
scalarValue	integer	Integer response value (ordinal-scale rating, integer magnitude estimate, or rank position). Use continuousValue for an exact decimal response.
continuousValue	ref	Exact finite decimal response for continuous tasks, represented by decimalValue. Distinct from the integer scalarValue arm. Ref: pub.layers.judgment.defs#decimalValue
textSpan	ref	Selected text span for span-labeling tasks. Ref: pub.layers.defs#span
freeText	string	Free-text response.
responseTimeMs	integer	Response time in milliseconds.
confidence	integer	Confidence score 0-1000.
behavioralData	ref	Behavioral analytics (e.g., mouse movements, keystroke patterns, eye tracking). Ref: pub.layers.defs#featureMap
regionResponses	array	Per-region reading-time and eye-movement measures for incremental-presentation tasks (self-paced reading, eye-tracking-while-reading, maze), one entry per region. Array of ref: pub.layers.judgment.defs#regionResponse
features	ref	Ref: pub.layers.defs#featureMap

decimalValue

NSID: pub.layers.judgment.defs#decimalValue

An exact finite decimal represented as coefficient multiplied by 10 to the exponent. For instance, 0.73 is { "coefficient": 73, "exponent": -2 }. The carrier permits negative values and values outside 0 to 1. The experiment declaration, rather than this value type, owns any range constraint.

Field	Type	Description
coefficient	integer (required)	Signed integer coefficient of the decimal value.
exponent	integer (required)	Base-10 exponent applied to coefficient.

experimentDesign

NSID: pub.layers.judgment.defs#experimentDesign Type: Object

Experiment design specification controlling how items are distributed, ordered, and timed.

Field	Type	Description
listConstraints	array	Constraints on how items are distributed into lists. Array of ref: pub.layers.judgment.defs#listConstraint
distributionStrategyUri	at-uri	AT-URI of the distribution strategy definition node. Community-expandable via knowledge graph.
distributionStrategy	string	Distribution strategy slug (fallback). Known values: latin-square, random, blocked, stratified, custom
itemOrderUri	at-uri	AT-URI of the item order definition node. Community-expandable via knowledge graph.
itemOrder	string	How items are ordered within a list (fallback). Known values: random-order, fixed-order, blocked, adaptive, custom
timingMs	integer	Time limit per item in milliseconds, if applicable.
features	ref	Ref: pub.layers.defs#featureMap

listConstraint

NSID: pub.layers.judgment.defs#listConstraint Type: Object

A constraint on how experimental items are distributed into lists (e.g., Latin square balancing, no two items of the same condition adjacent).

Field	Type	Description
kindUri	at-uri	AT-URI of the constraint kind definition node. Community-expandable via knowledge graph.
kind	string	Constraint kind slug (fallback). Known values: latin-square, no-adjacent-same-condition, balanced-frequency, minimum-distance, custom
targetProperty	string	The property being constrained (e.g., 'condition', 'verb-type', 'length').
parameters	ref	Ref: pub.layers.defs#featureMap
constraint	ref	Formal constraint expression. Ref: pub.layers.defs#constraint

presentationSpec

NSID: pub.layers.judgment.defs#presentationSpec Type: Object

How stimuli are displayed to participants.

Field	Type	Description
methodUri	at-uri	AT-URI of the presentation method definition node. Community-expandable via knowledge graph.
method	string	Presentation method (fallback). Known values: rsvp, self-paced, whole-sentence, auditory, visual-world, masked-priming, cross-modal, naturalistic, gating, maze, boundary, moving-window, custom
chunkingUnitUri	at-uri	AT-URI of the chunking unit definition node. Community-expandable via knowledge graph.
chunkingUnit	string	How text is segmented for incremental presentation (fallback when chunkingUnitUri unavailable). Known values: word, character, morpheme, phrase, clause, sentence, region, sign, gesture-phrase, custom
timingMs	integer	Per-chunk display duration in milliseconds.
isiMs	integer	Inter-stimulus interval in milliseconds.
cumulative	boolean	Whether previous chunks remain visible during incremental presentation.
maskChar	string	Masking character for non-cumulative displays (e.g., '-', '#').
screenWidthPx / screenHeightPx	integer	Display width and height in pixels.
screenWidthMm / screenHeightMm	integer	Physical display width and height in millimeters.
viewingDistanceMm	integer	Participant eye-to-screen distance in millimeters.
refreshRateMilliHz	integer	Display refresh rate in millihertz (e.g., 60000 for 60 Hz).
pixelsPerDegree	integer	Pixels subtending one degree of visual angle at the stated viewing distance.
sessionRef	at-uri	AT-URI of the pub.layers.acquisition.session whose clock and setup this presentation was delivered under.
participantRefs	array	AT-URIs of pub.layers.acquisition.participant records presented under this specification. Array of at-uri
mediaRefs	array	AT-URIs of pub.layers.media.media records delivered as stimuli under this specification. Array of at-uri
features	ref	Ref: pub.layers.defs#featureMap

The screen-geometry fields are what gaze-on-screen eye-tracking requires (a pixel gaze sample means nothing without screen size, viewing distance, and pixels-per-degree); BIDS keeps them in the events sidecar StimulusPresentation object.

regionResponse

NSID: pub.layers.judgment.defs#regionResponse Type: Object

A per-region reading-time or response record, for self-paced reading, eye-tracking-while-reading, and maze tasks. Carries the standard eye-movement measures and a region-role axis (critical, spillover, precritical) for analysis. Required: region.

Field	Type	Description
region	ref	Reference to the region being measured. Use recordRef for the stimulus record, objectId for a specific region object within it. Ref: pub.layers.defs#objectRef
regionIndex	integer	Zero-indexed position of this region within the stimulus presentation order.
regionRoleUri / regionRole	at-uri / string	Analysis role of this region. Known values: critical, spillover, precritical, pretarget, target, posttarget, filler, custom.
readingTimeMs	integer	Total reading time on this region.
firstFixationMs	integer	First-fixation duration on this region.
gazeDurationMs	integer	Gaze (first-pass) duration on this region.
goPastMs	integer	Go-past (regression-path) duration on this region.
totalTimeMs	integer	Total dwell time across all fixations on this region.
regressionsOut / regressionsIn	integer	Count of regressions launched out of / landing in this region.
fixationCount	integer	Number of fixations on this region.
responseTimeMs	integer	Response time for a per-region response task (maze, grammaticality-at-region).
scalarValue	integer	Numeric per-region response value (e.g., rating at this region).
categoricalValue	string	Categorical per-region response label.
features	ref	Open key-value map for per-region measures not covered by the named fields. Ref: pub.layers.defs#featureMap

recordingMethod

NSID: pub.layers.judgment.defs#recordingMethod Type: Object

A data capture instrument used in an experiment. methodUri resolves into the shared modality node set in layers-acquisition.ontology.layers.pub, the same nodes backing media.signalInfo.modalityUri and catalog.contentSummary.modalityUri, so an instrument named in a protocol joins the recording it produced and the catalogue entry advertising it.

Field	Type	Description
methodUri	at-uri	AT-URI of the recording method definition node, resolving into the shared modality node set. Community-expandable via knowledge graph.
method	string	Recording method (fallback). Known values: button-box, keyboard, mouse-click, touchscreen, voice, eeg, meg, fmri, fnirs, eye-tracking, pupillometry, mouse-tracking, emg, skin-conductance, ecog, custom
sessionRef	at-uri	AT-URI of the pub.layers.acquisition.session whose clock this recording was captured on.
participantRefs	array	AT-URIs of pub.layers.acquisition.participant records this recording captured. Array of at-uri
mediaRefs	array	AT-URIs of pub.layers.media.media records produced by this recording instrument. Array of at-uri
features	ref	Ref: pub.layers.defs#featureMap

agreementReport

NSID: pub.layers.judgment.agreementReport Type: Record

An inter-annotator agreement report summarizing agreement metrics across judgment sets.

Field	Type	Description
experimentRef	at-uri	Reference to the experiment.
judgmentSetRefs	array	The judgment sets compared. Array of at-uri
metricUri	at-uri	AT-URI of the metric definition node. Community-expandable via knowledge graph.
metric	string	Metric slug (fallback). Known values: cohens-kappa, fleiss-kappa, krippendorff-alpha, percent-agreement, correlation, f1, custom
value	integer	Metric value scaled 0-1000.
numAnnotators	integer	Number of annotators.
numItems	integer	Number of items judged.
features	ref	Ref: pub.layers.defs#featureMap
createdAt	datetime	Record creation timestamp.

XRPC Queries

getExperimentDef

NSID: pub.layers.judgment.getExperimentDef

Retrieve a single experiment definition record by AT-URI.

Parameter	Type	Description
uri	at-uri (required)	The AT-URI of the experiment definition record.

Output: The experiment definition record object.

listExperimentDefs

NSID: pub.layers.judgment.listExperimentDefs

List experiment definition records in a repository with pagination.

Parameter	Type	Description
repo	at-identifier (required)	The handle or DID of the repository.
measureType	string	Filter by measure type.
taskType	string	Filter by task type.
limit	integer	Maximum number of records to return (1-100, default 50).
cursor	string	Pagination cursor from previous response.

Output: { records: experimentDef[], cursor?: string }

getJudgmentSet

NSID: pub.layers.judgment.getJudgmentSet

Retrieve a single judgment set record by AT-URI.

Parameter	Type	Description
uri	at-uri (required)	The AT-URI of the judgment set record.

Output: The judgment set record object.

listJudgmentSets

NSID: pub.layers.judgment.listJudgmentSets

List judgment set records in a repository with pagination.

Parameter	Type	Description
experimentRef	at-uri (required)	The AT-URI of the experiment whose judgment sets to list.
limit	integer	Maximum number of records to return (1-100, default 50).
cursor	string	Pagination cursor from previous response.

Output: { records: judgmentSet[], cursor?: string }

getAgreementReport

NSID: pub.layers.judgment.getAgreementReport

Retrieve a single agreement report record by AT-URI.

Parameter	Type	Description
uri	at-uri (required)	The AT-URI of the agreement report record.

Output: The agreement report record object.

listAgreementReports

NSID: pub.layers.judgment.listAgreementReports

List agreement report records in a repository with pagination.

Parameter	Type	Description
experimentRef	at-uri (required)	The AT-URI of the experiment whose agreement reports to list.
metric	string	Filter by metric slug.
limit	integer	Maximum number of records to return (1-100, default 50).
cursor	string	Pagination cursor from previous response.

Output: { records: agreementReport[], cursor?: string }