addDerivedVariableToData
                        Add a derived variable to a data frame from a
                        single assignment line
as.data.frame.wmfmScores
                        Coerce a WMFM scores object to a data frame
auditBadExplanationGrading
                        Audit whether bad explanations are being
                        penalised by the current rubric
buildExplanationClaimEvidenceMap
                        Build a deterministic claim-to-evidence map for
                        a model explanation
buildExplanationTeachingSummary
                        Build a student-facing teaching summary for a
                        model explanation
buildModelPlotData      Build deterministic model-plot data
buildScalePhrasingRules
                        Generate language rules for interpreting a
                        linear contrast
buildWmfmRunRecord      Build a single WMFM repeated-run record
chooseFactorLayout      Choose fitted-means table layout for 1–3 factor
                        predictors
classifyEffectScaleClaim
                        Classify the effect scale described in a WMFM
                        explanation
cleanExplanationText    Clean generated explanation text before
                        deterministic processing
compare                 Compare WMFM objects
compare.wmfmGrade       Compare grading results for wmfmGrade objects
compare.wmfmScores      Compare WMFM score results
computeFactorOnlyContrast
                        Compute a single contrast for factor-only
                        models
computeMeanCi           Compute confidence intervals for fitted mean
                        responses
countWmfmSentences      Count sentences in text
countWmfmWords          Count words in text
describeField           Describe a field for a WMFM object
describeField.wmfmRuns
                        Describe a field for a WMFM runs object
describeField.wmfmScores
                        Describe a field for a WMFM scores object
describeWmfmField       Describe a WMFM field
detectImplicitComparison
                        Detect implicit comparison language in WMFM
                        explanations
detectRangeExpression   Detect numeric range expressions (implicit
                        uncertainty)
detectWmfmPattern       Detect pattern in text
diagnose                Diagnose scoring disagreement
diagnose.wmfmScores     Diagnose disagreement for a WMFM scores object
diagnoseExplanationSurfaceProcessing
                        Diagnose deterministic explanation surface
                        processing
editWmfmConfig          Edit the WMFM local configuration file
explainWmfmFieldScore   Explain why a WMFM field received its score for
                        a specific run
extractWmfmText         Extract text from WMFM output objects
fillMissingPredictors   Fill missing predictor columns in new data
                        using the model's training frame
findExplanationSurfaceIssues
                        Find remaining surface-language issues in
                        explanation text
formatSummaryValue      Format a numeric summary value for display
formatWmfmElapsedTime   Format elapsed time for WMFM progress messages
generateBadExplanation
                        Generate one or more deliberately bad model
                        explanations
getFactorPredictors     Extract factor predictors from a fitted model
getMetricComparisonData
                        Extract run-level comparison data for a metric
getModelEquations       Get fitted-model equations using the selected
                        equation engine
getWmfmClaimColorMap    Get the default WMFM claim colour map
getWmfmConfigDir        Get the WMFM local configuration directory
getWmfmConfigPath       Get the WMFM local configuration file path
getWmfmMetricRegistry   Return the WMFM metric registry
getWmfmRunsClaimProfileData
                        Build claim-profile heatmap data for a WMFM
                        runs object
getWmfmRunsClaimsData   Build extracted-claim frequency data for a WMFM
                        runs object
getWmfmRunsTextMetricsData
                        Build per-run text and timing metric data for a
                        WMFM runs object
grade                   Grade WMFM objects
grade.wmfmModel         Grade one or more explanations against a WMFM
                        model
isFactorOnlyModel       Check whether a fitted model has only factor
                        predictors
isFactorOnlyPredictorModel
                        Detect factor-only predictor models
listBadExplanationTypes
                        List supported bad explanation types
listWMFMExampleDetails
                        List packaged WMFM example details
listWMFMExamples        List packaged WMFM examples
makeDeveloperModePasswordHash
                        Create a developer-mode password hash
makeFactorOnlyPlot      Plot response by factor predictors for
                        factor-only models
makeFittedMeansData     Build fitted means for factor-only predictor
                        models
makeMeanEquation        Construct a fitted-mean equation from model
                        coefficients
makeSafeEvalEnv         Create a safe evaluation environment for
                        derived-variable expressions
makeWmfmDeterministicCategoryColors
                        Make deterministic category colours for WMFM
                        heatmaps
makeWmfmLegendLabels    Make readable WMFM legend labels
newWmfmGrade            Create a WMFM grade object
newWmfmGradeListObj     Create a WMFM grade list object
newWmfmModel            Create a WMFM model object
newWmfmScores           Create an empty WMFM scores object
normaliseWmfmText       Normalise text for comparison
orderWmfmLegendValues   Order WMFM legend values
parseSingleAssignment   Parse a single assignment statement from text
plot.metricComparisonData
                        Plot a metric comparison data object
plot.metricComparisonSummary
                        Plot a metric comparison summary
plot.wmfmRuns           Plot a WMFM runs object
plot.wmfmScoreComparison
                        Plot a WMFM score comparison object
plot.wmfmScoreStability
                        Plot a WMFM score stability object
plot.wmfmScores         Plot a WMFM scores object
plotCiControlsUi        Plot CI controls for the Plot tab
plotModelPlot           Draw a student-facing model plot
plotWmfmExplanationClaimHeatmap
                        Plot a raw-claim heatmap for WMFM runs
plotWmfmScoreAgreementSummary
                        Plot ordinal agreement summary for WMFM score
                        comparison
plotWmfmScoreHeatmap    Plot a run-level disagreement heatmap for WMFM
                        score comparisons
postProcessExplanationText
                        Post-process generated explanation text before
                        display
print.metricComparisonSummary
                        Print a metric comparison summary
print.summary.wmfmGrade
                        Print a WMFM grade summary
print.summary.wmfmGradeListObj
                        Print a WMFM grade list summary
print.summary.wmfmRuns
                        Print a summary.wmfmRuns object
print.wmfmBadExplanationAudit
                        Print a bad explanation grading audit
print.wmfmEquationTable
                        Print a deterministic equation table
print.wmfmExplanationAudit
                        Print a WMFM explanation audit
print.wmfmExplanationSurfaceDiagnosis
                        Print an explanation surface diagnosis
print.wmfmGrade         Print a WMFM grade object
print.wmfmGradeComparison
                        Print a wmfmGradeComparison object
print.wmfmGradeListObj
                        Print a WMFM grade list object
print.wmfmMetricDiagnosis
                        Print a metric diagnosis object
print.wmfmScoreComparison
                        Print a WMFM score comparison object
print.wmfmScoreStability
                        Print a WMFM score stability object
print.wmfmScoresDiagnosis
                        Print a scores diagnosis object
readWmfmConfigPath      Read the WMFM local configuration file path
rebuildWmfmRunRecords   Rebuild raw WMFM run records without rerunning
                        the LLM
renderOneWayTable       Render a one-way fitted-means table as HTML
                        tags
renderTwoWayTable       Render a two-way fitted-means table as HTML
                        tags
runExample              Run a packaged WMFM example one or more times
runModel                Fit a WMFM model and generate command-line
                        outputs
runWMFMApp              Run the Model Builder app
score                   Score WMFM objects
score.wmfmGrade         Score a WMFM grade object
score.wmfmGradeListObj
                        Score a WMFM grade list object
score.wmfmRuns          Score a WMFM runs object
scoreWmfmRepeatedRuns   Score repeated WMFM explanation runs using a
                        multidimensional rubric
scoreWmfmRunWithLlm     Score a single WMFM run record using a language
                        model
scoreWmfmRunsWithLlm    Score multiple WMFM runs using an LLM
stability               Assess stability of WMFM objects
stability.wmfmScores    Assess stability of WMFM score results
summariseDeveloperScoringAudit
                        Summarise repeated developer scoring fixture
                        stability
summariseMetricComparison
                        Summarise metric-level comparison and
                        deterministic ease
summary.wmfmGrade       Summarise a WMFM grade object
summary.wmfmGradeListObj
                        Summarise a WMFM grade list object
summary.wmfmRuns        Summarise a WMFM runs object
