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 | Word length | 0.10 |
2 | CAN YOU PICK IT UP? | 0.45 |
3 | IS IT BIGGER THAN A CAR? | 0.45 |
4 | IS IT BIGGER THAN A BED? | 0.25 |
5 | CAN YOU HOLD IT IN ONE HAND? | 0.45 |
6 | DOES IT OPEN? | 0.40 |
7 | Internal details | 0.45 |
8 | White pixel count | 0.45 |
9 | Verticality | 0.10 |
10 | CAN YOU HOLD IT? | 0.25 |
11 | COULD YOU FIT INSIDE IT? | 0.40 |
12 | IS IT HOLLOW? | 0.70 |
13 | CAN IT BITE OR STING? | 0.20 |
14 | IS IT TALLER THAN A PERSON? | 0.40 |
15 | IS IT BIGGER THAN A LOAF OF BREAD? | 0.35 |
16 | IS IT MANUFACTURED? | 0.35 |
17 | Right-diagonalness | 0.25 |
18 | CAN IT CAUSE YOU PAIN? | 0.10 |
19 | DOES IT HAVE EARS? | 0.25 |
20 | IS IT ELECTRONIC? | 0.30 |
21 | DOES IT COME IN PAIRS? | 0.60 |
22 | Prickiliness | 0.15 |
23 | DOES IT HAVE PARTS? | 0.70 |
24 | WOULD YOU FIND IT IN A HOUSE? | 0.65 |
25 | WOULD YOU FIND IT IN AN OFFICE? | 0.65 |
26 | IS IT HEAVY? | 0.20 |
27 | CAN YOU BUY IT? | 0.25 |
28 | WOULD YOU FIND IT IN A SCHOOL? | 0.60 |
29 | CAN YOU PEEL IT? | 0.70 |
30 | DOES IT HAVE FEET? | 0.30 |
31 | IS IT USED IN SPORTS? | 0.30 |
32 | DOES IT HAVE FOUR LEGS? | 0.30 |
33 | DOES IT HAVE AT LEAST ONE HOLE? | 0.65 |
34 | CAN YOU PET IT? | 0.50 |
35 | CAN IT LIVE OUT OF WATER? | -0.05 |
36 | CAN YOU USE IT? | 0.30 |
37 | CAN YOU RIDE ON/IN IT? | 0.20 |
38 | DO YOU HOLD IT TO USE IT? | 0.50 |
39 | IS IT WILD? | 0.35 |
40 | IS IT A VEHICLE? | 0.20 |
41 | IS IT HAIRY? | 0.70 |
42 | DOES IT HAVE HORNS / THORNS / SPIKES? | 0.20 |
43 | DOES IT HAVE CORNERS? | 0.35 |
44 | WOULD YOU FIND IT IN A GARDEN? | 0.35 |
45 | IS IT FAST? | 0.70 |
46 | IS IT A BODY PART? | 0.30 |
47 | DOES IT HAVE FEELINGS? | 0.70 |
48 | IS PART OF IT MADE OF GLASS? | 0.35 |
49 | DOES IT GROW? | 0.35 |
50 | IS IT ALIVE? | 0.35 |
51 | IS IT USED FOR TRANSPORTATION? | 0.10 |
52 | IS IT MANMADE? | 0.35 |