In the case that such long-term eval factors are found, it would make sense to somehow score them higher, precisely because of their effect in respect of the time-frame for their availability.
I will post here one more time the 2 games I played against Stockfish today, not because I would like to post them time and again (and not that I do not like it

[pgn][PlyCount "61"]
[Event "Blitz 2m+2s"]
[Site "Sofia"]
[Date "2013.09.30"]
[White "Tsvetkov, Lyudmil"]
[Black "Stockfish 4 64 SSE4.2"]
[Result "1-0"]
[ECO "D00"]
[TimeControl "120+2"]
[Annotator "Tsvetkov,Lyudmil"]
[MLNrOfMoves "30"]
[MLFlags "100100"]
{1024MB, Dell XPS 4Cores} 1. e3 {[%emt 0:00:00]} 1... e6 {[%emt 0:00:08]} 2. f4
{[%emt 0:00:02]} 2... Nf6 {[%emt 0:00:06]} 3. Nf3 {[%emt 0:00:02]} 3... Be7
{[%emt 0:00: 04]} 4. d4 {[%emt 0:00:02]} 4... d5 {[%emt 0:00:06]} 5. Bd3
{[%emt 0:00:02]} 5... c5 {[%emt 0:00:05]} 6. c3 {[%emt 0:00:03]} 6... O-O
{[%emt 0:00:04]} 7. O-O {[%emt 0:00: 03]} 7... Bd7 {[%emt 0:00:10]} 8. Nbd2
{[%emt 0:00:06]} 8... Qc7 {[%emt 0:00:07]} 9. Ne5 {[%emt 0:00:02]} 9... a6
{[%emt 0:00:03]} 10. a4 {[%emt 0:00:37]} 10... Nc6 {[%emt 0:00: 04]} 11. g4
{[%emt 0:00:04]} 11... g6 {[%emt 0:00:15]} 12. g5 {[%emt 0:00:06]} 12... Nxe5
{[%emt 0:00:04]} 13. fxe5 {[%emt 0:00:24]} 13... Nh5 {[%emt 0:00:04]} 14. Rf6
{[%emt 0:00:07]} 14... Nxf6 {[%emt 0:00:06]} 15. gxf6 {[%emt 0:00:01]} 15... Bd8
{[%emt 0:00:12]} 16. Nf3 {[%emt 0:00:14]} 16... Kh8 {[%emt 0:00:11]} 17. Qe1
{[%emt 0:00:09]} 17... c4 {[%emt 0:00:04]} 18. Bc2 {[%emt 0:00:04]} 18... Bxf6
{[%emt 0:00:02]} 19. exf6 {[%emt 0:00:05]} 19... Qd8 {[%emt 0:00:00]} 20. Qh4
{[%emt 0:00:09]} 20... Bc6 {[%emt 0:00:02]} 21. Ne5 {[%emt 0:00:52]} 21... Kg8
{[%emt 0:00:00]} 22. Bd2 {[%emt 0:00:13]} 22... Kh8 {[%emt 0:00:01]} 23. Rf1
{[%emt 0:00:06]} 23... Be8 {[%emt 0:00:01]} 24. Rf3 {[%emt 0: 00:18]} 24... Kg8
{[%emt 0:00:00]} 25. Rh3 {[%emt 0:00:57]} 25... h5 {[%emt 0:00:04]} 26. Qg5
{[%emt 0:00:09]} 26... a5 {[%emt 0:00:00]} 27. Rxh5 {[%emt 0:00:12]} 27... Qxf6
{[%emt 0:00:01]} 28. Qxf6 {[%emt 0:00:02]} 28... gxh5 {[%emt 0:00:00]} 29. Qg5+
{[%emt 0:00: 05]} 29... Kh8 {[%emt 0:00:00]} 30. Qh6+ {[%emt 0:00:03]} 30... Kg8
{[%emt 0:00:00]} 31. Qh7# {[%emt 0:00:02]} 1-0
[PlyCount "71"]
[Event "Blitz 2m+2s"]
[Site "Sofia"]
[Date "2013.09.30"]
[White "Tsvetkov, Lyudmil"]
[Black "Stockfish 4 64 SSE4.2"]
[Result "1-0"]
[ECO "C00"]
[TimeControl "120+2"]
[Annotator "Tsvetkov,Lyudmil"]
[MLNrOfMoves "35"]
[MLFlags "000100"]
{1024MB, Dell XPS 4Cores} 1. e4 {[%emt 0:00:00]} 1... e6 {[%emt 0:00:05]} 2. d3
{[%emt 0:00:02]} 2... d5 {[%emt 0:00:05]} 3. Nc3 {[%emt 0:00:03]} 3... d4
{[%emt 0:00:03]} 4. Nce2 {[%emt 0:00:03]} 4... c5 {[%emt 0:00:04]} 5. f4
{[%emt 0:00:02]} 5... Nf6 {[%emt 0:00:06]} 6. h3 {[%emt 0:00:02]} 6... Be7
{[%emt 0:00:08]} 7. g4 {[%emt 0:00:02]} 7... O-O {[%emt 0:00:05]} 8. Bg2
{[%emt 0:00:03]} 8... Nc6 {[%emt 0:00:05]} 9. Nf3 {[%emt 0:00:04]} 9... Nd7
{[%emt 0:00:10]} 10. O-O {[%emt 0:00:05]} 10... b5 {[%emt 0:00: 06]} 11. a4
{[%emt 0:00:17]} 11... b4 {[%emt 0:00:00]} 12. b3 {[%emt 0:00:03]} 12... Bb7
{[%emt 0:00:05]} 13. Qe1 {[%emt 0:00:11]} 13... Qc7 {[%emt 0:00:11]} 14. h4
{[%emt 0: 00:20]} 14... Rad8 {[%emt 0:00:08]} 15. Qg3 {[%emt 0:00:07]} 15... Bd6
{[%emt 0:00:11]} 16. Bd2 {[%emt 0:00:12]} 16... f6 {[%emt 0:00:00]} 17. Bh3
{[%emt 0:00:28]} 17... Rc8 {[%emt 0: 00:09]} 18. Rf2 {[%emt 0:00:11]} 18... Rce8
{[%emt 0:00:06]} 19. Kh1 {[%emt 0:01:41]} 19... Qd8 {[%emt 0:00:06]} 20. Rg1
{[%emt 0:00:06]} 20... g6 {[%emt 0:00:14]} 21. Rh2 {[%emt 0:00:58]} 21... Qa8
{[%emt 0:00:11]} 22. Bg2 {[%emt 0:00:11]} 22... e5 {[%emt 0:00: 04]} 23. f5
{[%emt 0:00:05]} 23... gxf5 {[%emt 0:00:05]} 24. gxf5+ {[%emt 0:00:05]} 24...
Kh8 {[%emt 0:00:04]} 25. Ng5 {[%emt 0:00:11]} 25... Re7 {[%emt 0:00:02]} 26. Qf3
{[%emt 0:00:09]} 26... fxg5 {[%emt 0:00:03]} 27. hxg5 {[%emt 0:00:01]} 27... c4
{[%emt 0:00: 06]} 28. bxc4 {[%emt 0:00:20]} 28... b3 {[%emt 0:00:00]} 29. cxb3
{[%emt 0:00:04]} 29... Nb4 {[%emt 0:00:04]} 30. Rh6 {[%emt 0:00:40]} 30... Nxd3
{[%emt 0:00:10]} 31. Qxd3 {[%emt 0:00:11]} 31... Nc5 {[%emt 0:00:00]} 32. Qh3
{[%emt 0:00:25]} 32... Nxe4 {[%emt 0:00: 00]} 33. Qh4 {[%emt 0:02:29]} 33...
Rxf5 {[%emt 0:00:00]} 34. g6 {[%emt 0:03:03]} 34... Nf2+ {[%emt 0:00:00]} 35.
Kh2 {[%emt 0:00:08]} 35... e4+ {[%emt 0:00:00]} 36. Bf4 {[%emt 0:00:30]} 1-0
[/pgn]
I will not theorise, as obviously that finds no fertile ground, but will simply illustrate my point with a couple of indicated positions.
[d]r4rk1/1pqbbp1p/p3p1p1/2ppP1Pn/P2P4/2PBP3/1P1N3P/R1BQ1RK1 w - - 0 14
f7 is a backward-fated pawn here: it is going to stay in its current form as a weakness for extremely long time (as, in distinction to a simple backward pawn, where piece control of the square in front could help to get rid of the weakness much easier and much earlier, a backward-fated one is not possible to advance with the help of whatever own pieces), or, in order for black to get rid of it, it will need an extremely significant material/activity/tactical potential, which is not always readily available. Maybe, precisely because of this long-termness of the pawn, it becomes even more real and its penalty should be further increased for having larger effect on future developments.
[d]r2b1rk1/1pqb1p1p/p3pPp1/2ppP3/P2P4/2PBP3/1P1N3P/R1BQ2K1 w - - 0 16
Now, the black backward-fated pawn on f7 is gone, but it has helped to create an even bigger asset for white: the peak/lead pawn of the b2-f6 chain on f6. Is not it obvious that this pawn, supported by another own pawn on e5 and the chain as a whole, is not the same asset as a lone f6 pawn that could otherwise white have? It is quite distinct for me. If not anything other, this lead/peak pawn is going to stay there for quite some time; it enjoys the privilege of long-termness and is probably due because of that, i.e., its larger influence on future developments, quite a nice additional bonus. Black would need an extremely big material/activity/tactical potential to get rid of it, and indeed Stock later sacrificed its queen for the pawn. So that this asset is not only real, but also very important.
[d]q4r1k/pb1nr2p/2nb4/2p1pPP1/Pp1pP3/1P1P1Q2/2PBN1BR/6RK b - - 0 27
Look at the black c5 pawn: it is backward-fated, and as thus due big penalty, and at the same time functioning as closing the only open file that could be available for black's counterplay on the queen side. Backward-fated pawns would be important at least because of their long-term effect, difficult to change, but when they close an entire side, they become even more important.
[d]q4r1k/pb1nr2p/2nb4/4pPP1/PpppP3/1P1P1Q2/2PBN1BR/6RK w - - 0 28
One move later, in the attempt to find counterplay because of the fully closed queen side, Stockfish sacrifices its backward-fated pawn. It gets rid of the weakness, but only at the cost of considerable material equivalent; otherwise, the weakness would stay there unimaginably long. The c4 pawn sacrifice is at the same time a good proof of the validity of the rule for closing entire sides when the enemy has advantage on the opposite side.
Other very important long-term factor would be space gained, space in terms of pawns, but also in terms of minors on outposts. Both elements suppose long-termness, and are therefore probably due an additional bonus. That is why space is so important. By definition, a pawn that has crossed the center line, will be a permanent feature of the position, it can not go back, and the opponent will need quite some material/activity/tactical energy available to get rid of it; the same goes true for minors on outposts into the enemy camp, as they are difficult to expel from those and start representing a permanent feature of the position.
What is your view on that: do you think it is reasonable to score some terms still higher because of their long-term effect?
Anyone tried to do that in her engine?
Best, Lyudmil
PS. Sorry for annoying you time and again, but there might still be a grain of truth in an occasional perverted idea.