upload cortexa-create-scorer v1

README.md

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+---
+language:
+- en
+license: other
+license_name: pleius-internal
+tags:
+- onnx
+- video-classification
+- short-form-video
+- creator-tools
+---
+
+# cortexa-create-scorer (v10-proxy)
+
+Production scorer for Pleius Create (short-form video). Uses the same
+weights as `M725/cortexa-marketing-scorer` but with a different pillar
+remap suited to short-form video.
+
+## Pipeline
+
+```
+video ─→ ffmpeg 1fps sample → N frames
+N frames ─→ CLIP ViT-B/32 vision encoder ─→ (N, 512) stim_emb
+"general audience" ─→ CLIP text → demo_emb
+cortexa_v10 head per frame → per-frame curves (engagement, audience_drive, ...)
+                              ↓
+                    aggregate to 4 Create pillars:
+                      hook            = mean engagement, first up-to-3 frames
+                      hold            = mean engagement, all frames
+                      algorithmic_fit = mean audience_drive
+                      brand_lift      = mean demographic_appeal
+                      overall (win)   = sigmoid(audience_drive_mean · 6)
+```
+
+The remap mirrors `hf-space/app/content.py` in the serving Space
+`M725/cortexa-ad-api`. When a dedicated v64a_PROD weight ships, this
+repo will be replaced with that ranker; until then v10-proxy is the
+production behavior.
+
+## Files
+
+Same 4 ONNX files as `M725/cortexa-marketing-scorer` (they are the same
+weights, served under a different surface and pillar mapping). See that
+repo's README for file-level details.
+
+## License
+
+Pleius internal — see https://pleius.com. Not for redistribution.

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