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chicken-weight-estimator/data/historical_weights_manual_iot_review.README.md
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2026-07-29 14:57:14 +07:00

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Manual + IoT historical labels (for review)

File: historical_weights_manual_iot_review.csv

This file is the production consensus label source (csv_path in configs/weight_cc2_cc3.yaml).

Sources

Column Source
manual_avg_g historical_weights_avg.csv → Berat Aktual (g)
iot_avg_g data_cycle7.jpeg → AVG IOT column (days 1–37)
Day 0 Manual 32 g DOC / Age-0 Manual from sampling sheet

Proposed consensus rule (draft)

Situation Proposed target Train weight Flag
Manual & IoT gap ≤ 5% mean(Manual, IoT) 1.0 AGREE
Gap 5–10% mean(Manual, IoT) 0.5 MODERATE_GAP
Gap > 10% mean(Manual, IoT) 0.25 LARGE_GAP_DOWNWEIGHT
Manual only Manual 0.7 MANUAL_ONLY
IoT only IoT 0.7 IOT_ONLY
Day 0 DOC Manual 32 0.0 DOC_REFERENCE_ONLY

How to review

Fill these columns:

  • reviewer_decision: keep / exclude / prefer_manual / prefer_iot / custom
  • reviewer_target_g: only if custom or override
  • reviewer_notes: free text

After review, we can freeze a clean training labels CSV from your decisions.