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V-Belt Technical Snapshot

Each V-Belt result row contains:

SectionContents
classOne of the seven V-belt result classes.
drop_inTrue only for DROP_IN_FIT.
scoresFinal, dimension, feature, confidence, certainty, plus breakdowns.
reason_codesMachine-readable tags.
highlightsDisplay messages and severity.
differences.rowsField-level comparison rows.
missing_infoMissing fields and next required inputs.
evidenceEvidence coverage and matched/conflicting signals.
gate_reportPassed and failed gate information.
upgrade_reasonUpgrade explanation when class is UPGRADE_SUGGESTION.

Summary fields to surface:

FieldMeaning
exact_reference_existsWhether an exact self/reference row existed.
exact_reference_suppressedWhether self/reference row was suppressed.
actionable_alternates_countCount of usable alternatives after filtering.
no_qualified_alternatesTrue when no actionable alternative remains.
next_required_fieldsFields that would help produce alternatives.