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| <title>Loko Release Gate Record, Run A</title>
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| <h1>Loko Release Gate Record</h1>
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| <p class="subtitle">
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| Run A establishes a reproducible baseline on COCO using pinned model inputs and a declared PASS/FAIL gate.
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| </p>
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| <p class="meta">
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| <strong>Run ID:</strong> <code>run-a-baseline-repro</code>
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| |
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| <strong>Decided at (UTC):</strong> <code>2026-02-11T21:29:41Z</code>
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| <span class="pill">Run A</span>
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| <span class="pill">Baseline Repro</span>
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| <span class="pill">COCO val2017</span>
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| <span class="pill pass">Decision: PASS</span>
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| <h2>Decision</h2>
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| <div class="label">Gate Predicate</div>
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| <div class="value"><strong>mAP@0.50 ≥ 0.36</strong></div>
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| <div class="small">Predicate ID: <code>coco_baseline_map50_floor_v1</code></div>
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| <div class="label">Measured Value</div>
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| <div class="value"><strong>mAP@0.50 = 0.566</strong></div>
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| <div class="small">mAP@0.50:0.95 = 0.371</div>
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| <div class="label">Precision</div>
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| <div class="num">0.672</div>
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| <div class="label">Recall</div>
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| <div class="num">0.519</div>
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| <div class="label">mAP@0.50</div>
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| <div class="num">0.566</div>
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| <div class="label">mAP@0.50:0.95</div>
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| <div class="num">0.371</div>
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| <h2>Receipts</h2>
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| <div><h3>PR Curve</h3><img src="receipt_bundle/plots/PR_curve.png" loading="lazy" /></div>
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| <div><h3>F1 Curve</h3><img src="receipt_bundle/plots/F1_curve.png" loading="lazy" /></div>
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| <div><h3>Precision Curve</h3><img src="receipt_bundle/plots/P_curve.png" loading="lazy" /></div>
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| <div><h3>Recall Curve</h3><img src="receipt_bundle/plots/R_curve.png" loading="lazy" /></div>
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| <div style="grid-column:1 / -1;">
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| <h3>Confusion Matrix</h3>
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| <img src="receipt_bundle/plots/confusion_matrix.png" loading="lazy" />
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| <h3 style="margin-top:16px;">Sample Batches</h3>
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| <div><img src="receipt_bundle/plots/val_batch0_labels.jpg" loading="lazy" /></div>
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| <div><img src="receipt_bundle/plots/val_batch0_pred.jpg" loading="lazy" /></div>
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| <div><img src="receipt_bundle/plots/val_batch1_labels.jpg" loading="lazy" /></div>
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| <div><img src="receipt_bundle/plots/val_batch1_pred.jpg" loading="lazy" /></div>
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| <div><img src="receipt_bundle/plots/val_batch2_labels.jpg" loading="lazy" /></div>
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| <div><img src="receipt_bundle/plots/val_batch2_pred.jpg" loading="lazy" /></div>
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| <p class="small" style="margin-top:12px;">
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| Core output: <code>receipt_bundle/raw/yolov5s_predictions.json</code>
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| <h2>What to Verify</h2>
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| <ul>
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| <li><strong>Decision container:</strong> <code>release_certificate.json</code></li>
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| <li><strong>Metrics record:</strong> <code>evaluation_metrics.json</code></li>
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| <li><strong>Receipt inventory:</strong> <code>loko_manifest.json</code></li>
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| <li><strong>Checkout inventory:</strong> <code>checkout_manifest.json</code> + <code>checkout_manifest.sig</code></li>
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| </ul>
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