Detect filler-heavy takes before editor opens them

Judges: one take transcript chunk. Questions: noul:rambling - speaker loses thread; noul:restart - false start or retake; choice:take_quality - keeper/usable/reject/insufficient_context. Action: Rank takes per scene, hide rejects, flag keepers in NLE markers.

AA clean typed decision (yes/no, a pick from a list, or a level on a scale) that is concrete, repeats routinely, and has meaningful value.4.05

Key facts

Vertical
Games & entertainment
Function
Creative & industry
Status
Idea
Volume
routine
Value
meaningful
Risk
moderate
Evidence
—
Flags
None

Build this with a classifier

Define a typed decision with a bounded answer, then evaluate it on examples.

{
  "decision_type": "choice",
  "question": "Does this input match the decision in “Detect filler-heavy takes before editor opens them”?",
  "input": "<input to classify>",
  "output": "one label from a fixed list"
}

Related use cases

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