reconsider name or sign for log_score

[elray1]

Currently the score called "log_score" actually computes the negative log score, as is described in the documentation here. I'd suggest either:

• renaming the score to "negative_log_score" if you feel that maintaining negative orientation is good; or
• eliminating the minus sign on this line