Features were ranked based on the median peak score over 9 subjects. A row in the table also shows the median time point when that feature reached its peak score (medians taken over 9 subjects). All features shown were significantly predicted with p < 10-5 (corrected for multiple comparisons over features, regions, and time).
Semantic features are shown in upper case, and perceptual features in lower case.
Rank | Feature | Median time (s) |
---|---|---|
1 | IS IT HOLLOW? | 0.45 |
2 | DOES IT HAVE FEELINGS? | 0.45 |
3 | IS IT MANMADE? | 0.45 |
4 | DOES IT GROW? | 0.45 |
5 | DOES IT HAVE A FACE? | 0.30 |
6 | IS IT AN ANIMAL? | 0.35 |
7 | WAS IT EVER ALIVE? | 0.35 |
8 | IS IT ALIVE? | 0.45 |
9 | CAN YOU PICK IT UP? | 0.50 |
10 | DOES IT HAVE FLAT / STRAIGHT SIDES? | 0.40 |
11 | IS IT MANUFACTURED? | 0.45 |
12 | IS IT BIGGER THAN A BED? | 0.55 |
13 | DOES IT HAVE FOUR LEGS? | 0.30 |
14 | CAN YOU HOLD IT? | 0.35 |
15 | IS IT BIGGER THAN A LOAF OF BREAD? | 0.55 |
16 | DOES IT CONTAIN LIQUID? | 0.35 |
17 | CAN IT BITE OR STING? | 0.35 |
18 | DOES IT HAVE A BACKBONE? | 0.30 |
19 | DOES IT HAVE CORNERS? | 0.35 |
20 | DO YOU HOLD IT TO USE IT? | 0.55 |
21 | IS IT TALLER THAN A PERSON? | 0.35 |
22 | CAN IT BE EASILY MOVED? | 0.35 |
23 | IS IT BIGGER THAN A MICROWAVE OVEN? | 0.55 |
24 | IS IT CONSCIOUS? | 0.35 |
25 | IS IT MADE OF WOOD? | 0.35 |
26 | DOES IT HAVE FEET? | 0.35 |
27 | DOES IT LIVE IN GROUPS? | 0.35 |
28 | DOES IT HAVE HORNS / THORNS / SPIKES? | 0.35 |
29 | CAN YOU USE IT? | 0.35 |
30 | IS IT BIGGER THAN A CAR? | 0.55 |
31 | Aspect-ratio: skinny->fat | 0.25 |
32 | CAN YOU SEE THROUGH IT? | 0.50 |
33 | CAN IT CAUSE YOU PAIN? | -0.05 |
34 | CAN IT DIG? | 0.35 |
35 | DOES IT HAVE HOOVES? | 0.20 |
36 | IS IT FLESH-COLORED? | 0.30 |
37 | IS IT SLIPPERY? | 0.70 |
38 | DOES IT COME IN DIFFERENT SIZES? | 0.05 |
39 | DOES IT MAKE A SOUND? | 0.70 |
40 | DO YOU LOVE IT? | 0.30 |
41 | IS IT A PREDATOR? | 0.70 |
42 | WOULD YOU FIND IT IN THE FOREST? | 0.60 |
43 | Word length | 0.10 |
44 | WAS IT INVENTED? | 0.60 |
45 | IS IT SMOOTH? | 0.20 |
46 | IS IT HEAVY? | 0.30 |
47 | DOES IT HAVE EARS? | 0.25 |
48 | CAN YOU HOLD IT IN ONE HAND? | 0.25 |
49 | IS IT A MAMMAL? | 0.20 |
50 | IS IT ELECTRONIC? | 0.30 |
51 | CAN IT CLIMB TREES? | 0.65 |
52 | Line curviness | 0.25 |
53 | IS IT SMART? | 0.40 |