Raw LLM Responses

Inspect the exact model output for any coded comment.

Comment
Truck driving has long been a reliable middle-class job, but the landscape is shifting. While recent job reports show truck driver employment is currently stable—about 1.5 million in truck transportation as of May 2025, with only slight declines year-over-year—there are real concerns about automation and job security. Driverless trucks, like those from Aurora, are now operating commercially on Texas highways. This marks a significant step toward automation in the industry. Truckers are warning that their jobs could be next, as self-driving technology is expected to reduce demand for long-haul drivers in the coming years. However, despite these warnings, actual job losses from automation have not yet materialized on a large scale. The industry is still dealing with a driver shortage, high turnover, and an aging workforce. Truck driving remains a key job for now, the arrival of driverless trucks signals a future where many traditional trucking jobs may be at risk. The impact is not immediate, but the trend is clear.
youtube AI Jobs 2025-06-10T05:5…
Coding Result
DimensionValue
Responsibilityunclear
Reasoningconsequentialist
Policyunclear
Emotionfear
Coded at2026-04-26T23:09:12.988011
Raw LLM Response
[ {"id":"ytc_UgwwRgY_4Rb7oR83TDB4AaABAg","responsibility":"unclear","reasoning":"consequentialist","policy":"unclear","emotion":"fear"}, {"id":"ytc_UgzdcW-yDDkyjruC6xF4AaABAg","responsibility":"company","reasoning":"deontological","policy":"ban","emotion":"outrage"}, {"id":"ytc_Ugzq2NCVdci5OfaJNHh4AaABAg","responsibility":"company","reasoning":"unclear","policy":"none","emotion":"mixed"}, {"id":"ytc_Ugy6BrXKV0M5Z6Llghl4AaABAg","responsibility":"unclear","reasoning":"unclear","policy":"unclear","emotion":"indifference"}, {"id":"ytc_UgwM9NvFXCpdRu7v_lx4AaABAg","responsibility":"unclear","reasoning":"unclear","policy":"unclear","emotion":"resignation"}, {"id":"ytc_Ugx8lyeExz9Qbh9dUFJ4AaABAg","responsibility":"distributed","reasoning":"consequentialist","policy":"liability","emotion":"approval"}, {"id":"ytc_UgxV_hsL7RlGPnofJAB4AaABAg","responsibility":"unclear","reasoning":"unclear","policy":"unclear","emotion":"approval"}, {"id":"ytc_Ugy33lM4wFibicvgTP54AaABAg","responsibility":"unclear","reasoning":"consequentialist","policy":"unclear","emotion":"fear"}, {"id":"ytc_Ugx7MSCqDW3zIxdbEIx4AaABAg","responsibility":"government","reasoning":"deontological","policy":"regulate","emotion":"outrage"}, {"id":"ytc_UgzU36z0LmVCDyDvg3R4AaABAg","responsibility":"company","reasoning":"consequentialist","policy":"liability","emotion":"outrage"} ]