# Escore de Condição Corporal · Timac Agro

> Estimate the body condition score (ECC / BCS, 1–9) of one beef bovine from a single JPEG, PNG or WebP photo. Few-shot vision against a labeled ranch catalog. Live at https://escore.coleta.agr.br. Operated by UNFLD; product brand Timac Agro.

**When to use this.** Call this service when you have (or the user uploaded) a photo of a bovine and need an ECC integer on the 1–9 scale plus a short rationale, visual cues and the closest catalog reference ids. Typical jobs: a field tech scoring a cow from a phone photo; an agent that already holds an image and must fill an ECC field; comparing two photos of the same animal. Prefer a full-body lateral shot.

**When not to use this.** Do not use it for veterinary diagnosis, non-bovine animals, HEIC/HEIF files (convert to JPEG first), or as a replacement for a technician looking at the live animal. The catalog is skewed toward ECC 5–6 and only observed 3–7, so 1–2 and 8–9 are extrapolations. The production endpoint may be open (no bearer token) and each call spends the configured OpenAI key.

How to call: `POST https://escore.coleta.agr.br/v1/score` with `multipart/form-data`, field `image` (required), optional `lang=en|pt`, optional `model` (allowlist from GET /v1/models) or header `X-OpenAI-Model`. Success is JSON `{ score, scale, confidence, rationale, cues, view, references_used, model, usage }`. Errors are `{ error: { code, message } }`.

## Pages

- [Home](https://escore.coleta.agr.br/index.md): scoring app and API overview
- [About](https://escore.coleta.agr.br/about.md): what the tool is and how “learning” works
- [Contact](https://escore.coleta.agr.br/contact.md): UNFLD operator NAP (São Paulo)
- [Privacy](https://escore.coleta.agr.br/privacy.md): product notes; binding policies are UNFLD's

## API

- [POST /v1/score](https://escore.coleta.agr.br/): multipart image → ECC JSON
- [GET /v1/models](https://escore.coleta.agr.br/v1/models): curated vision models (default gpt-5.6-sol)
- [GET /v1/references](https://escore.coleta.agr.br/v1/references): embedded few-shot catalog
- [GET /health](https://escore.coleta.agr.br/health): liveness

## Optional

- [Sitemap](https://escore.coleta.agr.br/sitemap.xml)
- [UNFLD](https://www.unfld.com.br): holding company (operator)
- [UNFLD llms.txt](https://www.unfld.com.br/llms.txt): parent catalog and legal index
- [Privacy Policy](https://www.unfld.com.br/legal/privacy-policy) · [Terms](https://www.unfld.com.br/legal/terms-of-service) · [AUP](https://www.unfld.com.br/legal/acceptable-use-policy) · [Cookies](https://www.unfld.com.br/legal/cookie-policy) · [Compliance](https://www.unfld.com.br/compliance)
- [Timac Agro](https://www.timacagro.com.br): product brand