Peep and the Big Wide World

Target audiencePreschool (TVO Kids)
Network / platformTVO Kids / Discovery Kids
Production years2004–2008
Episodes analyzed4

Aggregate metrics

Based on 4 episode(s). FFC: 0.196

MetricMeanMedianStd dev
Formal-Feature Composite (FFC)0.1960.2010.031
Cuts per minute8.38.61.3
Color saturation0.3850.3850.032
Color contrast0.2140.2270.026
Motion0.04590.04780.0135
Flashing events / min4.43.82.0
Audio RMS0.02940.02960.0026

Unlike black-box tools, CMAT measures its own error rate against human coding. That validation is currently a small, single-coder pilot, so treat the figures as indicative, not settled. Detection accuracy (preliminary): transition-BOUNDARY detection across all coded transition types — i.e. whether a transition was found there, not whether it was labelled correctly — agreed with human coding at F1 0.85 (±2s match, 2 comparison run(s), single coder; larger sample and inter-rater reliability in progress). This is the figure the pacing RATE depends on; type classification is scored separately and is lower. Accuracy is content-dependent. Dissolve/scene-change detection experimental. Colour, motion and audio are deterministic measurements; FLASHING is unvalidated and is not a safety assessment. See Methodology.

Episodes

EpisodeAir dateFFCCuts/minSaturationMotionFlash/min
A Daring Duck 0.1506.50.3430.02782.8
A Delicate Balance 0.2159.40.3700.05744.8
A Peep of a Different Color 0.1877.70.4280.03822.5
All Fall Down 0.2329.50.4000.06027.6