{
    "types": {},
    "enums": {},
    "structure": [
        [
            "T[integer]"
        ]
    ],
    "notes": {
        "id": "ecto-trigger-tflite-score",
        "evidence": "Source inspection at the pinned revisions; no full inference observation claimed.",
        "producer": "Ecto-Trigger deployment guide: TFLite interpreter get_tensor(output index)",
        "serialization": "NumPy uint8 output tensor",
        "representation": "Structure is the nested-list projection of the returned tensor, not an author JSON export.",
        "scope": "Quantized TFLite deployment path. The guide uses model_weights/8/quant/8_int8.tflite; source inspection only, neither the released tensor nor physical deployment has been runtime-verified here. Unquantized Keras sigmoid output has a different floating-point representation.",
        "shape": "Single-image deployment returns shape (1,1), with one image-level insect-presence score. Singleton schema arrays express repetition; the exact dimensions are documented here because the language cannot constrain a repeated array length to one.",
        "values": "Raw unsigned byte in [0,255]. This is not a floating-point probability in [0,1]; converting back to model units requires the output tensor quantization scale and zero point. No bounding boxes, instance classes or counts are returned.",
        "sources": [
            {
                "url": "https://github.com/rossGardiner/ecto-trigger/blob/a6039434a48dcbf5ab4a96245d6ee349f4f2507c/guides/deployment.md",
                "revision": "a6039434a48dcbf5ab4a96245d6ee349f4f2507c"
            },
            {
                "url": "https://github.com/rossGardiner/ecto-trigger/blob/a6039434a48dcbf5ab4a96245d6ee349f4f2507c/model_quantiser.py",
                "revision": "a6039434a48dcbf5ab4a96245d6ee349f4f2507c"
            },
            {
                "url": "https://github.com/rossGardiner/ecto-trigger/blob/a6039434a48dcbf5ab4a96245d6ee349f4f2507c/model_loader.py",
                "revision": "a6039434a48dcbf5ab4a96245d6ee349f4f2507c"
            }
        ]
    }
}