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checks incomplete coverage only, not a valid synchronized pair or capture freshness." }, "excluded_screen_recording": "video_20261004_110643.mp4 is a camera recording of an exhibition display, not direct capture of the machine in the displayed program", "limitations": [ "Camera origin and filming date are user-declared plus file metadata, not independently authenticated.", "Frames from the same video are correlated, not independent test cases.", "No synchronized front/side captures are provided; adjacent or different-angle frames are not paired artificially.", "Quality and red-indicator submodules ran on pixels; no validated machine alarm, winding defect, safety, or field-accuracy claim.", "The fixed 640x480 resize distorts non-4:3 frames, particularly portrait captures.", "No AWS call, PLC control, or public publication was performed." ] }