query
string | answer
string | doc_name
string | evidence_page
list | bbox
list | subimg_tpye
list | category
string | image_paths
list | question
string | images
list |
|---|---|---|---|---|---|---|---|---|---|
Which model variant shows the highest ΔΔG Pearson correlation?
|
Dual-head disabled
|
2509.22950
|
[
8,
11
] |
[
[
[
554,
1421,
1988,
2420
]
],
[
[
701,
651,
1841,
1040
]
]
] |
[
[
"text"
],
[
"table"
]
] |
q-bio
|
[
"q-bio/2509.22950/2509.22950_8.png",
"q-bio/2509.22950/2509.22950_11.png"
] |
Which model variant shows the highest ΔΔG Pearson correlation?
|
[
"q-bio/2509.22950/2509.22950_8.png",
"q-bio/2509.22950/2509.22950_11.png"
] |
Which SV caller has the highest number of SVs in the 'Other' category?
|
Truth
|
2509.23057
|
[
3,
2
] |
[
[
[
1505,
276,
2251,
1453
]
],
[
[
1275,
848,
2255,
1628
]
]
] |
[
[
"image"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.23057/2509.23057_3.png",
"q-bio/2509.23057/2509.23057_2.png"
] |
Which SV caller has the highest number of SVs in the 'Other' category?
|
[
"q-bio/2509.23057/2509.23057_3.png",
"q-bio/2509.23057/2509.23057_2.png"
] |
What is the exact SV length shown in the figure's top panel?
|
897 bp
|
2509.23057
|
[
1,
3
] |
[
[
[
225,
2260,
1206,
3079
]
],
[
[
1505,
276,
2251,
1453
]
]
] |
[
[
"text"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.23057/2509.23057_1.png",
"q-bio/2509.23057/2509.23057_3.png"
] |
What is the exact SV length shown in the figure's top panel?
|
[
"q-bio/2509.23057/2509.23057_1.png",
"q-bio/2509.23057/2509.23057_3.png"
] |
Which tool has the highest number of SVs in confident regions in Figure 1B?
|
SVIM
|
2509.23057
|
[
5,
2
] |
[
[
[
229,
283,
1205,
764
]
],
[
[
1275,
848,
2255,
1628
]
]
] |
[
[
"text"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.23057/2509.23057_5.png",
"q-bio/2509.23057/2509.23057_2.png"
] |
Which tool has the highest number of SVs in confident regions in Figure 1B?
|
[
"q-bio/2509.23057/2509.23057_5.png",
"q-bio/2509.23057/2509.23057_2.png"
] |
Which reference in the bibliography is related to synthetic-diploid benchmark?
|
Li H, Bloom JM, Farjoun Y, et al.
|
2509.23057
|
[
5,
3
] |
[
[
[
229,
283,
1205,
764
]
],
[
[
1505,
276,
2251,
1453
]
]
] |
[
[
"text"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.23057/2509.23057_5.png",
"q-bio/2509.23057/2509.23057_3.png"
] |
Which reference in the bibliography is related to synthetic-diploid benchmark?
|
[
"q-bio/2509.23057/2509.23057_5.png",
"q-bio/2509.23057/2509.23057_3.png"
] |
Which baseline rate in Figure S4 shows the highest total harm at 0.25?
|
Activation / proliferation g0,N→N* = g0,E→2E
|
2509.22997
|
[
5,
33
] |
[
[
[
1528,
253,
2198,
901
]
],
[
[
10,
1511,
2541,
3300
]
]
] |
[
[
"image"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.22997/2509.22997_5.png",
"q-bio/2509.22997/2509.22997_33.png"
] |
Which baseline rate in Figure S4 shows the highest total harm at 0.25?
|
[
"q-bio/2509.22997/2509.22997_5.png",
"q-bio/2509.22997/2509.22997_33.png"
] |
Which sensitivity parameter shows a peak at R0=1 in the bottom right panel?
|
Response-harm sensitivity ψ_res.
|
2509.22997
|
[
5,
38
] |
[
[
[
1528,
253,
2198,
901
]
],
[
[
214,
2454,
2349,
2987
]
]
] |
[
[
"image"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.22997/2509.22997_5.png",
"q-bio/2509.22997/2509.22997_38.png"
] |
Which sensitivity parameter shows a peak at R0=1 in the bottom right panel?
|
[
"q-bio/2509.22997/2509.22997_5.png",
"q-bio/2509.22997/2509.22997_38.png"
] |
In Figure S10C, which signal sensitivity parameter ψ shows the highest clearance response at low antigenicity?
|
ψ_res
|
2509.22997
|
[
3,
39
] |
[
[
[
214,
804,
2350,
1889
]
],
[
[
12,
0,
2530,
1155
]
]
] |
[
[
"image"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.22997/2509.22997_3.png",
"q-bio/2509.22997/2509.22997_39.png"
] |
In Figure S10C, which signal sensitivity parameter ψ shows the highest clearance response at low antigenicity?
|
[
"q-bio/2509.22997/2509.22997_3.png",
"q-bio/2509.22997/2509.22997_39.png"
] |
Which parameter shows the highest harm reduction at κ=100 in Figure 6D?
|
ψ_res
|
2509.22997
|
[
10,
38
] |
[
[
[
218,
815,
2349,
2016
]
],
[
[
214,
2454,
2349,
2987
]
]
] |
[
[
"image"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.22997/2509.22997_10.png",
"q-bio/2509.22997/2509.22997_38.png"
] |
Which parameter shows the highest harm reduction at κ=100 in Figure 6D?
|
[
"q-bio/2509.22997/2509.22997_10.png",
"q-bio/2509.22997/2509.22997_38.png"
] |
What specific challenge is mentioned under 'Diverse graph database systems'?
|
Need accepted standards for graph metadata.
|
2509.22424
|
[
7,
8
] |
[
[
[
301,
403,
2246,
1904
]
],
[
[
303,
522,
2245,
1783
]
]
] |
[
[
"image"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.22424/2509.22424_7.png",
"q-bio/2509.22424/2509.22424_8.png"
] |
What specific challenge is mentioned under 'Diverse graph database systems'?
|
[
"q-bio/2509.22424/2509.22424_7.png",
"q-bio/2509.22424/2509.22424_8.png"
] |
What specific challenge is mentioned regarding graph database systems?
|
Need accepted standards for graph metadata.
|
2509.22424
|
[
7,
2
] |
[
[
[
301,
403,
2246,
1904
]
],
[
[
1341,
2073,
2318,
2986
]
]
] |
[
[
"image"
],
[
"text"
]
] |
q-bio
|
[
"q-bio/2509.22424/2509.22424_7.png",
"q-bio/2509.22424/2509.22424_2.png"
] |
What specific challenge is mentioned regarding graph database systems?
|
[
"q-bio/2509.22424/2509.22424_7.png",
"q-bio/2509.22424/2509.22424_2.png"
] |
Which node in the graph is directly connected to 'LLM hallucinations'?
|
LLM-assisted curation
|
2509.22424
|
[
8,
5
] |
[
[
[
303,
522,
2245,
1783
]
],
[
[
1282,
339,
2263,
1063
]
]
] |
[
[
"image"
],
[
"text"
]
] |
q-bio
|
[
"q-bio/2509.22424/2509.22424_8.png",
"q-bio/2509.22424/2509.22424_5.png"
] |
Which node in the graph is directly connected to 'LLM hallucinations'?
|
[
"q-bio/2509.22424/2509.22424_8.png",
"q-bio/2509.22424/2509.22424_5.png"
] |
Which node in the graph connects 'LLM outputs' and 'LLM hallucinations'?
|
LLM-assisted curation
|
2509.22424
|
[
1,
8
] |
[
[
[
253,
1746,
1938,
2494
]
],
[
[
303,
522,
2245,
1783
]
]
] |
[
[
"text"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.22424/2509.22424_1.png",
"q-bio/2509.22424/2509.22424_8.png"
] |
Which node in the graph connects 'LLM outputs' and 'LLM hallucinations'?
|
[
"q-bio/2509.22424/2509.22424_1.png",
"q-bio/2509.22424/2509.22424_8.png"
] |
Which condition shows a significant difference at 0 ms in the second figure?
|
Neither, significant differences are not marked at 0 ms.
|
2509.23195
|
[
6,
11
] |
[
[
[
816,
1089,
1796,
1763
]
],
[
[
363,
1667,
1526,
2505
]
]
] |
[
[
"image"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.23195/2509.23195_6.png",
"q-bio/2509.23195/2509.23195_11.png"
] |
Which condition shows a significant difference at 0 ms in the second figure?
|
[
"q-bio/2509.23195/2509.23195_6.png",
"q-bio/2509.23195/2509.23195_11.png"
] |
What is the correlation between maximum depth and edit distance?
|
r = .67
|
2509.23195
|
[
7,
6
] |
[
[
[
10,
2648,
2542,
3300
]
],
[
[
816,
1089,
1796,
1763
]
]
] |
[
[
"text"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.23195/2509.23195_7.png",
"q-bio/2509.23195/2509.23195_6.png"
] |
What is the correlation between maximum depth and edit distance?
|
[
"q-bio/2509.23195/2509.23195_7.png",
"q-bio/2509.23195/2509.23195_6.png"
] |
What is the edge strength value for maximum depth's influence?
|
80.45
|
2509.23195
|
[
8,
11
] |
[
[
[
285,
311,
2237,
1026
]
],
[
[
363,
1667,
1526,
2505
]
]
] |
[
[
"text"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.23195/2509.23195_8.png",
"q-bio/2509.23195/2509.23195_11.png"
] |
What is the edge strength value for maximum depth's influence?
|
[
"q-bio/2509.23195/2509.23195_8.png",
"q-bio/2509.23195/2509.23195_11.png"
] |
What is the time range of the shaded region in the top graph?
|
0 to 200 ms.
|
2509.23195
|
[
1,
11
] |
[
[
[
303,
2005,
2209,
2968
]
],
[
[
363,
1667,
1526,
2505
]
]
] |
[
[
"text"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.23195/2509.23195_1.png",
"q-bio/2509.23195/2509.23195_11.png"
] |
What is the time range of the shaded region in the top graph?
|
[
"q-bio/2509.23195/2509.23195_1.png",
"q-bio/2509.23195/2509.23195_11.png"
] |
In Figure C.3, which layer shows the highest decoding accuracy in unbiased conditions with full FB21?
|
Layer 1 (L1, 1.0)
|
2509.23104
|
[
9,
15
] |
[
[
[
446,
946,
2104,
1543
]
],
[
[
444,
2257,
2106,
2985
]
]
] |
[
[
"image"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.23104/2509.23104_9.png",
"q-bio/2509.23104/2509.23104_15.png"
] |
In Figure C.3, which layer shows the highest decoding accuracy in unbiased conditions with full FB21?
|
[
"q-bio/2509.23104/2509.23104_9.png",
"q-bio/2509.23104/2509.23104_15.png"
] |
Which layer's decoding accuracy is highest in Figure C.3D for reduced FB21?
|
Layer 1 (L1, 0.7)
|
2509.23104
|
[
15,
6
] |
[
[
[
444,
2257,
2106,
2985
]
],
[
[
447,
1860,
2106,
2424
]
]
] |
[
[
"image"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.23104/2509.23104_15.png",
"q-bio/2509.23104/2509.23104_6.png"
] |
Which layer's decoding accuracy is highest in Figure C.3D for reduced FB21?
|
[
"q-bio/2509.23104/2509.23104_15.png",
"q-bio/2509.23104/2509.23104_6.png"
] |
Which figure shows PCA trajectories with reduced feedback from layer 3 to 2?
|
Figure 5G
|
2509.23104
|
[
9,
6
] |
[
[
[
446,
946,
2104,
1543
]
],
[
[
447,
1860,
2106,
2424
]
]
] |
[
[
"image"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.23104/2509.23104_9.png",
"q-bio/2509.23104/2509.23104_6.png"
] |
Which figure shows PCA trajectories with reduced feedback from layer 3 to 2?
|
[
"q-bio/2509.23104/2509.23104_9.png",
"q-bio/2509.23104/2509.23104_6.png"
] |
Which feedback condition shows reduced bias in Figure 3B compared to 3A?
|
Reduced feedback from layer 3 to 2.
|
2509.23104
|
[
10,
6
] |
[
[
[
449,
368,
2101,
847
]
],
[
[
447,
1860,
2106,
2424
]
]
] |
[
[
"text"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.23104/2509.23104_10.png",
"q-bio/2509.23104/2509.23104_6.png"
] |
Which feedback condition shows reduced bias in Figure 3B compared to 3A?
|
[
"q-bio/2509.23104/2509.23104_10.png",
"q-bio/2509.23104/2509.23104_6.png"
] |
Which fold has the highest average length for Ag in validation set?
|
Fold 1
|
2509.23254
|
[
16,
24
] |
[
[
[
309,
159,
2025,
1134
]
],
[
[
417,
482,
1335,
1129
]
]
] |
[
[
"table"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.23254/2509.23254_16.png",
"q-bio/2509.23254/2509.23254_24.png"
] |
Which fold has the highest average length for Ag in validation set?
|
[
"q-bio/2509.23254/2509.23254_16.png",
"q-bio/2509.23254/2509.23254_24.png"
] |
Which fold has the highest ROC-AUC for Ag in the ROC curve?
|
Fold 0 (AUC=0.913)
|
2509.23254
|
[
18,
21
] |
[
[
[
1713,
351,
2223,
1452
]
],
[
[
470,
472,
2080,
2996
]
]
] |
[
[
"image"
],
[
"table"
]
] |
q-bio
|
[
"q-bio/2509.23254/2509.23254_18.png",
"q-bio/2509.23254/2509.23254_21.png"
] |
Which fold has the highest ROC-AUC for Ag in the ROC curve?
|
[
"q-bio/2509.23254/2509.23254_18.png",
"q-bio/2509.23254/2509.23254_21.png"
] |
Which 'step' value shows the highest median Precision in the top figure?
|
step=4
|
2509.23254
|
[
7,
19
] |
[
[
[
405,
359,
1257,
1684
]
],
[
[
439,
1305,
1236,
1943
]
]
] |
[
[
"image"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.23254/2509.23254_7.png",
"q-bio/2509.23254/2509.23254_19.png"
] |
Which 'step' value shows the highest median Precision in the top figure?
|
[
"q-bio/2509.23254/2509.23254_7.png",
"q-bio/2509.23254/2509.23254_19.png"
] |
Which fold has the highest average length for Ag in validation set?
|
Fold 1
|
2509.23254
|
[
16,
23
] |
[
[
[
309,
159,
2025,
1134
]
],
[
[
472,
313,
2077,
1109
]
]
] |
[
[
"table"
],
[
"table"
]
] |
q-bio
|
[
"q-bio/2509.23254/2509.23254_16.png",
"q-bio/2509.23254/2509.23254_23.png"
] |
Which fold has the highest average length for Ag in validation set?
|
[
"q-bio/2509.23254/2509.23254_16.png",
"q-bio/2509.23254/2509.23254_23.png"
] |
Which model in Figure 2A shows the highest median adversarial sensitivity?
|
VGG16
|
2509.23333
|
[
5,
8
] |
[
[
[
447,
544,
2107,
1698
]
],
[
[
447,
1165,
2107,
2098
]
]
] |
[
[
"image"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.23333/2509.23333_5.png",
"q-bio/2509.23333/2509.23333_8.png"
] |
Which model in Figure 2A shows the highest median adversarial sensitivity?
|
[
"q-bio/2509.23333/2509.23333_5.png",
"q-bio/2509.23333/2509.23333_8.png"
] |
Which model in Figure 2A shows the lowest adversarial sensitivity at ϵ=5?
|
ResNet-50 robust
|
2509.23333
|
[
2,
5
] |
[
[
[
440,
1064,
2108,
1906
]
],
[
[
447,
544,
2107,
1698
]
]
] |
[
[
"image"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.23333/2509.23333_2.png",
"q-bio/2509.23333/2509.23333_5.png"
] |
Which model in Figure 2A shows the lowest adversarial sensitivity at ϵ=5?
|
[
"q-bio/2509.23333/2509.23333_2.png",
"q-bio/2509.23333/2509.23333_5.png"
] |
Which model shows the most stable response to perturbations in FFA?
|
Robust ResNet-50 8
|
2509.23333
|
[
2,
16
] |
[
[
[
440,
1064,
2108,
1906
]
],
[
[
483,
609,
1280,
1167
]
]
] |
[
[
"image"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.23333/2509.23333_2.png",
"q-bio/2509.23333/2509.23333_16.png"
] |
Which model shows the most stable response to perturbations in FFA?
|
[
"q-bio/2509.23333/2509.23333_2.png",
"q-bio/2509.23333/2509.23333_16.png"
] |
Which brain region's adversarial probe shifts most dramatically in Figure 1B?
|
EBA
|
2509.23333
|
[
2,
8
] |
[
[
[
440,
1064,
2108,
1906
]
],
[
[
447,
1165,
2107,
2098
]
]
] |
[
[
"image"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.23333/2509.23333_2.png",
"q-bio/2509.23333/2509.23333_8.png"
] |
Which brain region's adversarial probe shifts most dramatically in Figure 1B?
|
[
"q-bio/2509.23333/2509.23333_2.png",
"q-bio/2509.23333/2509.23333_8.png"
] |
For L=30, what is the sign of M according to the first graph?
|
Negative
|
2509.23397
|
[
14,
12
] |
[
[
[
470,
374,
2010,
1554
]
],
[
[
360,
296,
1143,
880
]
]
] |
[
[
"image"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.23397/2509.23397_14.png",
"q-bio/2509.23397/2509.23397_12.png"
] |
For L=30, what is the sign of M according to the first graph?
|
[
"q-bio/2509.23397/2509.23397_14.png",
"q-bio/2509.23397/2509.23397_12.png"
] |
At what α value do 500 and 2000 traps converge in the first graph?
|
α = 0.2
|
2509.23397
|
[
5,
12
] |
[
[
[
764,
326,
1744,
896
]
],
[
[
360,
296,
1143,
880
]
]
] |
[
[
"image"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.23397/2509.23397_5.png",
"q-bio/2509.23397/2509.23397_12.png"
] |
At what α value do 500 and 2000 traps converge in the first graph?
|
[
"q-bio/2509.23397/2509.23397_5.png",
"q-bio/2509.23397/2509.23397_12.png"
] |
At which L value does M first become negative in the second figure?
|
L = 30
|
2509.23397
|
[
5,
14
] |
[
[
[
764,
326,
1744,
896
]
],
[
[
470,
374,
2010,
1554
]
]
] |
[
[
"image"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.23397/2509.23397_5.png",
"q-bio/2509.23397/2509.23397_14.png"
] |
At which L value does M first become negative in the second figure?
|
[
"q-bio/2509.23397/2509.23397_5.png",
"q-bio/2509.23397/2509.23397_14.png"
] |
What is the average lifespan of traps for blue and green curves?
|
500 days.
|
2509.23397
|
[
15,
12
] |
[
[
[
409,
853,
2074,
1303
]
],
[
[
360,
296,
1143,
880
]
]
] |
[
[
"text"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.23397/2509.23397_15.png",
"q-bio/2509.23397/2509.23397_12.png"
] |
What is the average lifespan of traps for blue and green curves?
|
[
"q-bio/2509.23397/2509.23397_15.png",
"q-bio/2509.23397/2509.23397_12.png"
] |
Which chapter explains the reduction of verbal thoughts in mindful states?
|
Chapter 3: Silence
|
2509.23342
|
[
3,
5
] |
[
[
[
294,
291,
2128,
655
]
],
[
[
300,
1895,
2219,
3193
]
]
] |
[
[
"text"
],
[
"table"
]
] |
q-bio
|
[
"q-bio/2509.23342/2509.23342_3.png",
"q-bio/2509.23342/2509.23342_5.png"
] |
Which chapter explains the reduction of verbal thoughts in mindful states?
|
[
"q-bio/2509.23342/2509.23342_3.png",
"q-bio/2509.23342/2509.23342_5.png"
] |
What does Chapter 3 suggest about verbal thoughts in a mindful state?
|
They can be observed without triggering self-patterns.
|
2509.23342
|
[
5,
2
] |
[
[
[
300,
1895,
2219,
3193
]
],
[
[
301,
1624,
2172,
2105
]
]
] |
[
[
"table"
],
[
"text"
]
] |
q-bio
|
[
"q-bio/2509.23342/2509.23342_5.png",
"q-bio/2509.23342/2509.23342_2.png"
] |
What does Chapter 3 suggest about verbal thoughts in a mindful state?
|
[
"q-bio/2509.23342/2509.23342_5.png",
"q-bio/2509.23342/2509.23342_2.png"
] |
What is the consequence of matching mindful patterns according to the text?
|
Finer, more detailed experiencing of feelings.
|
2509.23342
|
[
9,
5
] |
[
[
[
301,
2525,
2154,
2973
]
],
[
[
300,
1895,
2219,
3193
]
]
] |
[
[
"text"
],
[
"table"
]
] |
q-bio
|
[
"q-bio/2509.23342/2509.23342_9.png",
"q-bio/2509.23342/2509.23342_5.png"
] |
What is the consequence of matching mindful patterns according to the text?
|
[
"q-bio/2509.23342/2509.23342_9.png",
"q-bio/2509.23342/2509.23342_5.png"
] |
Which chapter explains the reduction of verbal thoughts leading to silence?
|
3: Silence
|
2509.23342
|
[
6,
5
] |
[
[
[
298,
293,
2225,
2768
]
],
[
[
300,
1895,
2219,
3193
]
]
] |
[
[
"text"
],
[
"table"
]
] |
q-bio
|
[
"q-bio/2509.23342/2509.23342_6.png",
"q-bio/2509.23342/2509.23342_5.png"
] |
Which chapter explains the reduction of verbal thoughts leading to silence?
|
[
"q-bio/2509.23342/2509.23342_6.png",
"q-bio/2509.23342/2509.23342_5.png"
] |
What is the KNN-5 Decoder Accuracy for the Pseudocut control dataset?
|
1.0
|
2509.23479
|
[
3,
6
] |
[
[
[
553,
2360,
2027,
2695
]
],
[
[
449,
1086,
2086,
1709
]
]
] |
[
[
"image"
],
[
"table"
]
] |
q-bio
|
[
"q-bio/2509.23479/2509.23479_3.png",
"q-bio/2509.23479/2509.23479_6.png"
] |
What is the KNN-5 Decoder Accuracy for the Pseudocut control dataset?
|
[
"q-bio/2509.23479/2509.23479_3.png",
"q-bio/2509.23479/2509.23479_6.png"
] |
What is the difference in KNN-5 Decoder Accuracy between V3 and V4 for normal data?
|
0.002
|
2509.23479
|
[
5,
6
] |
[
[
[
451,
1281,
1840,
1991
]
],
[
[
449,
1086,
2086,
1709
]
]
] |
[
[
"table"
],
[
"table"
]
] |
q-bio
|
[
"q-bio/2509.23479/2509.23479_5.png",
"q-bio/2509.23479/2509.23479_6.png"
] |
What is the difference in KNN-5 Decoder Accuracy between V3 and V4 for normal data?
|
[
"q-bio/2509.23479/2509.23479_5.png",
"q-bio/2509.23479/2509.23479_6.png"
] |
What is the KNN-5 Decoder Accuracy for the Pseudocut control dataset?
|
0.99
|
2509.23479
|
[
3,
5
] |
[
[
[
553,
2360,
2027,
2695
]
],
[
[
451,
1281,
1840,
1991
]
]
] |
[
[
"image"
],
[
"table"
]
] |
q-bio
|
[
"q-bio/2509.23479/2509.23479_3.png",
"q-bio/2509.23479/2509.23479_5.png"
] |
What is the KNN-5 Decoder Accuracy for the Pseudocut control dataset?
|
[
"q-bio/2509.23479/2509.23479_3.png",
"q-bio/2509.23479/2509.23479_5.png"
] |
What is the KNN-5 Decoder Accuracy for the Pseudocut control dataset?
|
1.0
|
2509.23479
|
[
4,
6
] |
[
[
[
441,
307,
2109,
1401
]
],
[
[
449,
1086,
2086,
1709
]
]
] |
[
[
"image"
],
[
"table"
]
] |
q-bio
|
[
"q-bio/2509.23479/2509.23479_4.png",
"q-bio/2509.23479/2509.23479_6.png"
] |
What is the KNN-5 Decoder Accuracy for the Pseudocut control dataset?
|
[
"q-bio/2509.23479/2509.23479_4.png",
"q-bio/2509.23479/2509.23479_6.png"
] |
What is the hypothesized mechanism for PduQ inhibition shown in Figure 2B?
|
PduQ-oxidized
|
2509.23445
|
[
5,
3
] |
[
[
[
826,
1501,
2418,
2607
]
],
[
[
831,
417,
1863,
1374
]
]
] |
[
[
"text"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.23445/2509.23445_5.png",
"q-bio/2509.23445/2509.23445_3.png"
] |
What is the hypothesized mechanism for PduQ inhibition shown in Figure 2B?
|
[
"q-bio/2509.23445/2509.23445_5.png",
"q-bio/2509.23445/2509.23445_3.png"
] |
What is the permeability range of MCPs as stated in the text?
|
10^-11 - 10^-3 m/s
|
2509.23445
|
[
9,
3
] |
[
[
[
826,
1833,
2401,
2318
]
],
[
[
831,
417,
1863,
1374
]
]
] |
[
[
"text"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.23445/2509.23445_9.png",
"q-bio/2509.23445/2509.23445_3.png"
] |
What is the permeability range of MCPs as stated in the text?
|
[
"q-bio/2509.23445/2509.23445_9.png",
"q-bio/2509.23445/2509.23445_3.png"
] |
What is the permeability range for propionaldehyde in the MCPs?
|
Greater than 10^-8 m/s.
|
2509.23445
|
[
1,
3
] |
[
[
[
826,
834,
2394,
2885
]
],
[
[
831,
417,
1863,
1374
]
]
] |
[
[
"text"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.23445/2509.23445_1.png",
"q-bio/2509.23445/2509.23445_3.png"
] |
What is the permeability range for propionaldehyde in the MCPs?
|
[
"q-bio/2509.23445/2509.23445_1.png",
"q-bio/2509.23445/2509.23445_3.png"
] |
What is the permeability of propionaldehyde in Mode 1 compared to Mode 2?
|
Mode 1: 10^-6.3 m/s, Mode 2: 10^-5.2 m/s.
|
2509.23445
|
[
13,
3
] |
[
[
[
823,
2267,
2391,
2859
]
],
[
[
831,
417,
1863,
1374
]
]
] |
[
[
"text"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.23445/2509.23445_13.png",
"q-bio/2509.23445/2509.23445_3.png"
] |
What is the permeability of propionaldehyde in Mode 1 compared to Mode 2?
|
[
"q-bio/2509.23445/2509.23445_13.png",
"q-bio/2509.23445/2509.23445_3.png"
] |
Which cluster in the UMAP plot has the highest F1 Score?
|
Cluster35_Novel
|
2509.23543
|
[
7,
6
] |
[
[
[
1007,
1138,
2205,
1587
]
],
[
[
621,
2612,
1930,
2936
]
]
] |
[
[
"image"
],
[
"table"
]
] |
q-bio
|
[
"q-bio/2509.23543/2509.23543_7.png",
"q-bio/2509.23543/2509.23543_6.png"
] |
Which cluster in the UMAP plot has the highest F1 Score?
|
[
"q-bio/2509.23543/2509.23543_7.png",
"q-bio/2509.23543/2509.23543_6.png"
] |
Which cluster in the right UMAP plot has the highest UMAP2 value?
|
Cluster28_FmidiOFF
|
2509.23543
|
[
5,
6
] |
[
[
[
334,
1161,
1555,
1644
]
],
[
[
621,
2612,
1930,
2936
]
]
] |
[
[
"image"
],
[
"table"
]
] |
q-bio
|
[
"q-bio/2509.23543/2509.23543_5.png",
"q-bio/2509.23543/2509.23543_6.png"
] |
Which cluster in the right UMAP plot has the highest UMAP2 value?
|
[
"q-bio/2509.23543/2509.23543_5.png",
"q-bio/2509.23543/2509.23543_6.png"
] |
Which cluster is uniquely labeled 'Cluster35_Novel' in the second image?
|
Cluster35_Novel
|
2509.23543
|
[
5,
7
] |
[
[
[
334,
1161,
1555,
1644
]
],
[
[
1007,
1138,
2205,
1587
]
]
] |
[
[
"image"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.23543/2509.23543_5.png",
"q-bio/2509.23543/2509.23543_7.png"
] |
Which cluster is uniquely labeled 'Cluster35_Novel' in the second image?
|
[
"q-bio/2509.23543/2509.23543_5.png",
"q-bio/2509.23543/2509.23543_7.png"
] |
For k=10, what is the F1 Score (weighted) value?
|
0.862
|
2509.23543
|
[
9,
5
] |
[
[
[
283,
281,
2271,
2883
]
],
[
[
691,
2455,
2060,
2873
]
]
] |
[
[
"text"
],
[
"table"
]
] |
q-bio
|
[
"q-bio/2509.23543/2509.23543_9.png",
"q-bio/2509.23543/2509.23543_5.png"
] |
For k=10, what is the F1 Score (weighted) value?
|
[
"q-bio/2509.23543/2509.23543_9.png",
"q-bio/2509.23543/2509.23543_5.png"
] |
Which antibiotic has the lowest resistance percentage in the table?
|
Gentamicin (GEN)
|
2509.23552
|
[
4,
7
] |
[
[
[
569,
2412,
2134,
2684
]
],
[
[
394,
1925,
2007,
2661
]
]
] |
[
[
"table"
],
[
"table"
]
] |
q-bio
|
[
"q-bio/2509.23552/2509.23552_4.png",
"q-bio/2509.23552/2509.23552_7.png"
] |
Which antibiotic has the lowest resistance percentage in the table?
|
[
"q-bio/2509.23552/2509.23552_4.png",
"q-bio/2509.23552/2509.23552_7.png"
] |
Which model has the highest F1 Score for Ciprofloxacin resistance?
|
XGBoost
|
2509.23552
|
[
8,
7
] |
[
[
[
544,
877,
2154,
1154
]
],
[
[
394,
1925,
2007,
2661
]
]
] |
[
[
"table"
],
[
"table"
]
] |
q-bio
|
[
"q-bio/2509.23552/2509.23552_8.png",
"q-bio/2509.23552/2509.23552_7.png"
] |
Which model has the highest F1 Score for Ciprofloxacin resistance?
|
[
"q-bio/2509.23552/2509.23552_8.png",
"q-bio/2509.23552/2509.23552_7.png"
] |
Which model has the highest F1 Score for Ciprofloxacin resistance?
|
XGBoost
|
2509.23552
|
[
9,
7
] |
[
[
[
391,
867,
2006,
1142
]
],
[
[
394,
1925,
2007,
2661
]
]
] |
[
[
"table"
],
[
"table"
]
] |
q-bio
|
[
"q-bio/2509.23552/2509.23552_9.png",
"q-bio/2509.23552/2509.23552_7.png"
] |
Which model has the highest F1 Score for Ciprofloxacin resistance?
|
[
"q-bio/2509.23552/2509.23552_9.png",
"q-bio/2509.23552/2509.23552_7.png"
] |
Which model has the highest recall for the resistant class on GEN?
|
1D CNN
|
2509.23552
|
[
8,
4
] |
[
[
[
545,
1955,
2157,
2654
]
],
[
[
569,
2412,
2134,
2684
]
]
] |
[
[
"table"
],
[
"table"
]
] |
q-bio
|
[
"q-bio/2509.23552/2509.23552_8.png",
"q-bio/2509.23552/2509.23552_4.png"
] |
Which model has the highest recall for the resistant class on GEN?
|
[
"q-bio/2509.23552/2509.23552_8.png",
"q-bio/2509.23552/2509.23552_4.png"
] |
Which method shows the least variation in the lower graph across all tolerances?
|
SDIRK: 10^-3
|
2509.23847
|
[
14,
12
] |
[
[
[
620,
1017,
2072,
1529
]
],
[
[
667,
337,
1794,
915
]
]
] |
[
[
"image"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.23847/2509.23847_14.png",
"q-bio/2509.23847/2509.23847_12.png"
] |
Which method shows the least variation in the lower graph across all tolerances?
|
[
"q-bio/2509.23847/2509.23847_14.png",
"q-bio/2509.23847/2509.23847_12.png"
] |
At which essential dimension does the EMU runtime exceed 150 ms?
|
1750
|
2509.23847
|
[
14,
15
] |
[
[
[
620,
1017,
2072,
1529
]
],
[
[
363,
853,
1980,
1591
]
]
] |
[
[
"image"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.23847/2509.23847_14.png",
"q-bio/2509.23847/2509.23847_15.png"
] |
At which essential dimension does the EMU runtime exceed 150 ms?
|
[
"q-bio/2509.23847/2509.23847_14.png",
"q-bio/2509.23847/2509.23847_15.png"
] |
Which method shows higher values at 2.5 on the x-axis in the left plot?
|
EMU
|
2509.23847
|
[
15,
12
] |
[
[
[
599,
349,
1980,
814
]
],
[
[
667,
337,
1794,
915
]
]
] |
[
[
"image"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.23847/2509.23847_15.png",
"q-bio/2509.23847/2509.23847_12.png"
] |
Which method shows higher values at 2.5 on the x-axis in the left plot?
|
[
"q-bio/2509.23847/2509.23847_15.png",
"q-bio/2509.23847/2509.23847_12.png"
] |
Which method has the highest value in the first bar chart's second group?
|
influx_si
|
2509.23847
|
[
20,
15
] |
[
[
[
456,
1721,
1238,
2300
]
],
[
[
599,
349,
1980,
814
]
]
] |
[
[
"image"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.23847/2509.23847_20.png",
"q-bio/2509.23847/2509.23847_15.png"
] |
Which method has the highest value in the first bar chart's second group?
|
[
"q-bio/2509.23847/2509.23847_20.png",
"q-bio/2509.23847/2509.23847_15.png"
] |
Which table row contains 'a white and brownish colored sheep'?
|
Row for 'A zebra standing in the middle of a field.'
|
2509.23941
|
[
56,
60
] |
[
[
[
295,
388,
2142,
3063
]
],
[
[
282,
299,
2121,
3151
]
]
] |
[
[
"table"
],
[
"table"
]
] |
q-bio
|
[
"q-bio/2509.23941/2509.23941_56.png",
"q-bio/2509.23941/2509.23941_60.png"
] |
Which table row contains 'a white and brownish colored sheep'?
|
[
"q-bio/2509.23941/2509.23941_56.png",
"q-bio/2509.23941/2509.23941_60.png"
] |
Which CorText subject has the highest BLEU-4 score in Table S1?
|
CorText (Subj. 1)
|
2509.23941
|
[
27,
5
] |
[
[
[
300,
557,
2182,
2269
]
],
[
[
453,
885,
1131,
1749
]
]
] |
[
[
"table"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.23941/2509.23941_27.png",
"q-bio/2509.23941/2509.23941_5.png"
] |
Which CorText subject has the highest BLEU-4 score in Table S1?
|
[
"q-bio/2509.23941/2509.23941_27.png",
"q-bio/2509.23941/2509.23941_5.png"
] |
What is the position of the green apple relative to the red apples?
|
Between the two red apples.
|
2509.23941
|
[
40,
29
] |
[
[
[
294,
301,
2188,
2575
]
],
[
[
288,
298,
2187,
3110
]
]
] |
[
[
"table"
],
[
"table"
]
] |
q-bio
|
[
"q-bio/2509.23941/2509.23941_40.png",
"q-bio/2509.23941/2509.23941_29.png"
] |
What is the position of the green apple relative to the red apples?
|
[
"q-bio/2509.23941/2509.23941_40.png",
"q-bio/2509.23941/2509.23941_29.png"
] |
What is the discrepancy in the number of bananas mentioned?
|
Two vs. one banana.
|
2509.23941
|
[
49,
51
] |
[
[
[
287,
297,
2191,
3245
]
],
[
[
299,
300,
2187,
1006
]
]
] |
[
[
"table"
],
[
"table"
]
] |
q-bio
|
[
"q-bio/2509.23941/2509.23941_49.png",
"q-bio/2509.23941/2509.23941_51.png"
] |
What is the discrepancy in the number of bananas mentioned?
|
[
"q-bio/2509.23941/2509.23941_49.png",
"q-bio/2509.23941/2509.23941_51.png"
] |
Which neuromorphic core type requires a global clock pulse for operation?
|
Digital/hybrid cores only.
|
2509.23896
|
[
5,
8
] |
[
[
[
415,
615,
1967,
1725
]
],
[
[
518,
1130,
2063,
2044
]
]
] |
[
[
"table"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.23896/2509.23896_5.png",
"q-bio/2509.23896/2509.23896_8.png"
] |
Which neuromorphic core type requires a global clock pulse for operation?
|
[
"q-bio/2509.23896/2509.23896_5.png",
"q-bio/2509.23896/2509.23896_8.png"
] |
Which neuromorphic core unit uses memristors for synaptic weights?
|
Analog neuromorphic core.
|
2509.23896
|
[
28,
8
] |
[
[
[
526,
518,
2052,
2422
]
],
[
[
518,
1130,
2063,
2044
]
]
] |
[
[
"table"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.23896/2509.23896_28.png",
"q-bio/2509.23896/2509.23896_8.png"
] |
Which neuromorphic core unit uses memristors for synaptic weights?
|
[
"q-bio/2509.23896/2509.23896_28.png",
"q-bio/2509.23896/2509.23896_8.png"
] |
Which learning mechanism in BNNs involves synaptic plasticity?
|
Self-organization; synaptic plasticity; predictive coding.
|
2509.23896
|
[
5,
29
] |
[
[
[
415,
615,
1967,
1725
]
],
[
[
428,
304,
1949,
2479
]
]
] |
[
[
"table"
],
[
"table"
]
] |
q-bio
|
[
"q-bio/2509.23896/2509.23896_5.png",
"q-bio/2509.23896/2509.23896_29.png"
] |
Which learning mechanism in BNNs involves synaptic plasticity?
|
[
"q-bio/2509.23896/2509.23896_5.png",
"q-bio/2509.23896/2509.23896_29.png"
] |
Which field integrates reservoir computing with feedback-driven learning?
|
Synthetic Biological Intelligence (SBI)
|
2509.23896
|
[
12,
29
] |
[
[
[
644,
311,
1734,
1068
]
],
[
[
428,
304,
1949,
2479
]
]
] |
[
[
"image"
],
[
"table"
]
] |
q-bio
|
[
"q-bio/2509.23896/2509.23896_12.png",
"q-bio/2509.23896/2509.23896_29.png"
] |
Which field integrates reservoir computing with feedback-driven learning?
|
[
"q-bio/2509.23896/2509.23896_12.png",
"q-bio/2509.23896/2509.23896_29.png"
] |
Which electrode shows the highest SVM accuracy for d-MMN responses?
|
Fz
|
2509.23524
|
[
2,
4
] |
[
[
[
205,
759,
2338,
1053
]
],
[
[
261,
225,
2292,
1207
]
]
] |
[
[
"text"
],
[
"table"
]
] |
q-bio
|
[
"q-bio/2509.23524/2509.23524_2.png",
"q-bio/2509.23524/2509.23524_4.png"
] |
Which electrode shows the highest SVM accuracy for d-MMN responses?
|
[
"q-bio/2509.23524/2509.23524_2.png",
"q-bio/2509.23524/2509.23524_4.png"
] |
Which electrode shows the highest SVM accuracy for d-MMN responses?
|
Fz
|
2509.23524
|
[
1,
4
] |
[
[
[
1290,
2351,
2344,
2987
]
],
[
[
261,
225,
2292,
1207
]
]
] |
[
[
"text"
],
[
"table"
]
] |
q-bio
|
[
"q-bio/2509.23524/2509.23524_1.png",
"q-bio/2509.23524/2509.23524_4.png"
] |
Which electrode shows the highest SVM accuracy for d-MMN responses?
|
[
"q-bio/2509.23524/2509.23524_1.png",
"q-bio/2509.23524/2509.23524_4.png"
] |
Which electrode shows the highest SVM balanced classification accuracy for d-MMN?
|
Fz
|
2509.23524
|
[
3,
4
] |
[
[
[
205,
808,
1254,
1466
]
],
[
[
261,
225,
2292,
1207
]
]
] |
[
[
"text"
],
[
"table"
]
] |
q-bio
|
[
"q-bio/2509.23524/2509.23524_3.png",
"q-bio/2509.23524/2509.23524_4.png"
] |
Which electrode shows the highest SVM balanced classification accuracy for d-MMN?
|
[
"q-bio/2509.23524/2509.23524_3.png",
"q-bio/2509.23524/2509.23524_4.png"
] |
What are the two carrier frequencies used in SSAEP modulation?
|
1000 Hz and 500 Hz
|
2509.23524
|
[
3,
2
] |
[
[
[
205,
808,
1254,
1466
]
],
[
[
205,
759,
2338,
1053
]
]
] |
[
[
"text"
],
[
"text"
]
] |
q-bio
|
[
"q-bio/2509.23524/2509.23524_3.png",
"q-bio/2509.23524/2509.23524_2.png"
] |
What are the two carrier frequencies used in SSAEP modulation?
|
[
"q-bio/2509.23524/2509.23524_3.png",
"q-bio/2509.23524/2509.23524_2.png"
] |
Which method has the highest AUC for RNA binding on TEST474?
|
LAMP-PRo
|
2509.24262
|
[
15,
10
] |
[
[
[
334,
481,
2141,
1542
]
],
[
[
1342,
484,
2114,
1126
]
]
] |
[
[
"table"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.24262/2509.24262_15.png",
"q-bio/2509.24262/2509.24262_10.png"
] |
Which method has the highest AUC for RNA binding on TEST474?
|
[
"q-bio/2509.24262/2509.24262_15.png",
"q-bio/2509.24262/2509.24262_10.png"
] |
Which method has the highest AUC for RNA Binding on TEST474 dataset?
|
LAMP-PRo
|
2509.24262
|
[
15,
11
] |
[
[
[
334,
481,
2141,
1542
]
],
[
[
702,
2058,
1779,
2486
]
]
] |
[
[
"table"
],
[
"table"
]
] |
q-bio
|
[
"q-bio/2509.24262/2509.24262_15.png",
"q-bio/2509.24262/2509.24262_11.png"
] |
Which method has the highest AUC for RNA Binding on TEST474 dataset?
|
[
"q-bio/2509.24262/2509.24262_15.png",
"q-bio/2509.24262/2509.24262_11.png"
] |
Which method has the highest AUC for RNA Binding on TEST474?
|
LAMP-PRo
|
2509.24262
|
[
16,
15
] |
[
[
[
8,
0,
2474,
951
]
],
[
[
334,
481,
2141,
1542
]
]
] |
[
[
"image"
],
[
"table"
]
] |
q-bio
|
[
"q-bio/2509.24262/2509.24262_16.png",
"q-bio/2509.24262/2509.24262_15.png"
] |
Which method has the highest AUC for RNA Binding on TEST474?
|
[
"q-bio/2509.24262/2509.24262_16.png",
"q-bio/2509.24262/2509.24262_15.png"
] |
Which heatmap in the first image has the highest attention value for 'R'?
|
Attention Heatmap - DBP (a)
|
2509.24262
|
[
16,
12
] |
[
[
[
8,
0,
2474,
951
]
],
[
[
767,
823,
1752,
1338
]
]
] |
[
[
"image"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.24262/2509.24262_16.png",
"q-bio/2509.24262/2509.24262_12.png"
] |
Which heatmap in the first image has the highest attention value for 'R'?
|
[
"q-bio/2509.24262/2509.24262_16.png",
"q-bio/2509.24262/2509.24262_12.png"
] |
In Fig. 3, what mutant frequency range shows coexistence in the phase portrait?
|
0.4 to 0.6
|
2509.23977
|
[
3,
6
] |
[
[
[
11,
0,
2539,
1969
]
],
[
[
223,
1434,
2347,
2216
]
]
] |
[
[
"image"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.23977/2509.23977_3.png",
"q-bio/2509.23977/2509.23977_6.png"
] |
In Fig. 3, what mutant frequency range shows coexistence in the phase portrait?
|
[
"q-bio/2509.23977/2509.23977_3.png",
"q-bio/2509.23977/2509.23977_6.png"
] |
What term in Eq. (e) captures the collective community effect on dynamics?
|
η (eta)
|
2509.23977
|
[
3,
4
] |
[
[
[
11,
0,
2539,
1969
]
],
[
[
222,
224,
1247,
1024
]
]
] |
[
[
"image"
],
[
"text"
]
] |
q-bio
|
[
"q-bio/2509.23977/2509.23977_3.png",
"q-bio/2509.23977/2509.23977_4.png"
] |
What term in Eq. (e) captures the collective community effect on dynamics?
|
[
"q-bio/2509.23977/2509.23977_3.png",
"q-bio/2509.23977/2509.23977_4.png"
] |
What is the frequency range for coexistence in Figure 3(b)?
|
0.4 to 0.6
|
2509.23977
|
[
2,
6
] |
[
[
[
1313,
1871,
2344,
3011
]
],
[
[
223,
1434,
2347,
2216
]
]
] |
[
[
"text"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.23977/2509.23977_2.png",
"q-bio/2509.23977/2509.23977_6.png"
] |
What is the frequency range for coexistence in Figure 3(b)?
|
[
"q-bio/2509.23977/2509.23977_2.png",
"q-bio/2509.23977/2509.23977_6.png"
] |
What is the frequency range for coexistence in Figure 3(b)?
|
0.6 to 0.8
|
2509.23977
|
[
25,
6
] |
[
[
[
214,
227,
2346,
511
]
],
[
[
223,
1434,
2347,
2216
]
]
] |
[
[
"text"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.23977/2509.23977_25.png",
"q-bio/2509.23977/2509.23977_6.png"
] |
What is the frequency range for coexistence in Figure 3(b)?
|
[
"q-bio/2509.23977/2509.23977_25.png",
"q-bio/2509.23977/2509.23977_6.png"
] |
What is the percentage of clusters checked at 50% targeted in D2?
|
70%
|
2509.23942
|
[
10,
1
] |
[
[
[
314,
256,
954,
1109
]
],
[
[
206,
812,
1255,
1787
]
]
] |
[
[
"image"
],
[
"text"
]
] |
q-bio
|
[
"q-bio/2509.23942/2509.23942_10.png",
"q-bio/2509.23942/2509.23942_1.png"
] |
What is the percentage of clusters checked at 50% targeted in D2?
|
[
"q-bio/2509.23942/2509.23942_10.png",
"q-bio/2509.23942/2509.23942_1.png"
] |
What is the analogy value when 30% of clusters are targeted in D2?
|
1.8
|
2509.23942
|
[
5,
10
] |
[
[
[
1290,
1131,
2351,
1803
]
],
[
[
1604,
257,
2197,
1078
]
]
] |
[
[
"text"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.23942/2509.23942_5.png",
"q-bio/2509.23942/2509.23942_10.png"
] |
What is the analogy value when 30% of clusters are targeted in D2?
|
[
"q-bio/2509.23942/2509.23942_5.png",
"q-bio/2509.23942/2509.23942_10.png"
] |
What is the ratio of checked to targeted clusters at 30% in D3?
|
3
|
2509.23942
|
[
2,
10
] |
[
[
[
1290,
1774,
2346,
2941
]
],
[
[
980,
257,
1602,
1113
]
]
] |
[
[
"text"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.23942/2509.23942_2.png",
"q-bio/2509.23942/2509.23942_10.png"
] |
What is the ratio of checked to targeted clusters at 30% in D3?
|
[
"q-bio/2509.23942/2509.23942_2.png",
"q-bio/2509.23942/2509.23942_10.png"
] |
What is the percentage of clusters checked at 50% targeted in D2?
|
70%
|
2509.23942
|
[
10,
3
] |
[
[
[
314,
256,
954,
1109
]
],
[
[
1292,
212,
2347,
751
]
]
] |
[
[
"image"
],
[
"text"
]
] |
q-bio
|
[
"q-bio/2509.23942/2509.23942_10.png",
"q-bio/2509.23942/2509.23942_3.png"
] |
What is the percentage of clusters checked at 50% targeted in D2?
|
[
"q-bio/2509.23942/2509.23942_10.png",
"q-bio/2509.23942/2509.23942_3.png"
] |
What is the initial radius of oncolytic virus in mm from Table 1?
|
0.50 [mm]
|
2509.24522
|
[
7,
14
] |
[
[
[
362,
428,
2247,
1103
]
],
[
[
10,
1332,
2541,
3300
]
]
] |
[
[
"table"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.24522/2509.24522_7.png",
"q-bio/2509.24522/2509.24522_14.png"
] |
What is the initial radius of oncolytic virus in mm from Table 1?
|
[
"q-bio/2509.24522/2509.24522_7.png",
"q-bio/2509.24522/2509.24522_14.png"
] |
Which curve in the second figure corresponds to α and qv low, Dv high?
|
Blue curve
|
2509.24522
|
[
14,
23
] |
[
[
[
10,
1332,
2541,
3300
]
],
[
[
909,
440,
1771,
977
]
]
] |
[
[
"image"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.24522/2509.24522_14.png",
"q-bio/2509.24522/2509.24522_23.png"
] |
Which curve in the second figure corresponds to α and qv low, Dv high?
|
[
"q-bio/2509.24522/2509.24522_14.png",
"q-bio/2509.24522/2509.24522_23.png"
] |
Which curve in the second figure corresponds to α and qv low, Dv low?
|
Yellow curve.
|
2509.24522
|
[
16,
23
] |
[
[
[
1132,
469,
2192,
885
]
],
[
[
909,
440,
1771,
977
]
]
] |
[
[
"image"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.24522/2509.24522_16.png",
"q-bio/2509.24522/2509.24522_23.png"
] |
Which curve in the second figure corresponds to α and qv low, Dv low?
|
[
"q-bio/2509.24522/2509.24522_16.png",
"q-bio/2509.24522/2509.24522_23.png"
] |
Which parameter in Table 1 has a value of 1.00 × 10⁻² [mm²/h]?
|
virus diffusion coefficient
|
2509.24522
|
[
7,
23
] |
[
[
[
362,
428,
2247,
1103
]
],
[
[
909,
440,
1771,
977
]
]
] |
[
[
"table"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.24522/2509.24522_7.png",
"q-bio/2509.24522/2509.24522_23.png"
] |
Which parameter in Table 1 has a value of 1.00 × 10⁻² [mm²/h]?
|
[
"q-bio/2509.24522/2509.24522_7.png",
"q-bio/2509.24522/2509.24522_23.png"
] |
Which layer in ResNet50 is examined for selectivity in Figure 4?
|
Layer 3.1
|
2509.24039
|
[
8,
1
] |
[
[
[
450,
2344,
2099,
2791
]
],
[
[
595,
1216,
1951,
2213
]
]
] |
[
[
"text"
],
[
"text"
]
] |
q-bio
|
[
"q-bio/2509.24039/2509.24039_8.png",
"q-bio/2509.24039/2509.24039_1.png"
] |
Which layer in ResNet50 is examined for selectivity in Figure 4?
|
[
"q-bio/2509.24039/2509.24039_8.png",
"q-bio/2509.24039/2509.24039_1.png"
] |
What specific layer in ASTs is examined for selectivity maps?
|
blocks.9.mlp.fc1
|
2509.24039
|
[
8,
18
] |
[
[
[
450,
2344,
2099,
2791
]
],
[
[
450,
1577,
2107,
1897
]
]
] |
[
[
"text"
],
[
"text"
]
] |
q-bio
|
[
"q-bio/2509.24039/2509.24039_8.png",
"q-bio/2509.24039/2509.24039_18.png"
] |
What specific layer in ASTs is examined for selectivity maps?
|
[
"q-bio/2509.24039/2509.24039_8.png",
"q-bio/2509.24039/2509.24039_18.png"
] |
What is the maximum performance difference between baseline and topographic models?
|
Less than 1%.
|
2509.24039
|
[
15,
1
] |
[
[
[
447,
562,
2101,
923
]
],
[
[
595,
1216,
1951,
2213
]
]
] |
[
[
"text"
],
[
"text"
]
] |
q-bio
|
[
"q-bio/2509.24039/2509.24039_15.png",
"q-bio/2509.24039/2509.24039_1.png"
] |
What is the maximum performance difference between baseline and topographic models?
|
[
"q-bio/2509.24039/2509.24039_15.png",
"q-bio/2509.24039/2509.24039_1.png"
] |
What smoothing kernel size was used for the cortical surface data?
|
3-mm FWHM 2D Gaussian kernel.
|
2509.24039
|
[
17,
1
] |
[
[
[
447,
349,
2098,
664
]
],
[
[
595,
1216,
1951,
2213
]
]
] |
[
[
"text"
],
[
"text"
]
] |
q-bio
|
[
"q-bio/2509.24039/2509.24039_17.png",
"q-bio/2509.24039/2509.24039_1.png"
] |
What smoothing kernel size was used for the cortical surface data?
|
[
"q-bio/2509.24039/2509.24039_17.png",
"q-bio/2509.24039/2509.24039_1.png"
] |
Which dataset has the highest value for c=0.50, η=1.05?
|
COVID-19
|
2509.24655
|
[
16,
17
] |
[
[
[
632,
577,
1914,
1861
]
],
[
[
457,
2475,
2152,
2763
]
]
] |
[
[
"image"
],
[
"table"
]
] |
q-bio
|
[
"q-bio/2509.24655/2509.24655_16.png",
"q-bio/2509.24655/2509.24655_17.png"
] |
Which dataset has the highest value for c=0.50, η=1.05?
|
[
"q-bio/2509.24655/2509.24655_16.png",
"q-bio/2509.24655/2509.24655_17.png"
] |
Which dataset shows the highest improvement in distance with ENC vs HyperHELM?
|
COV-19
|
2509.24655
|
[
17,
9
] |
[
[
[
457,
2475,
2152,
2763
]
],
[
[
566,
350,
2048,
945
]
]
] |
[
[
"table"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.24655/2509.24655_17.png",
"q-bio/2509.24655/2509.24655_9.png"
] |
Which dataset shows the highest improvement in distance with ENC vs HyperHELM?
|
[
"q-bio/2509.24655/2509.24655_17.png",
"q-bio/2509.24655/2509.24655_9.png"
] |
Which codon in the hierarchy is associated with amino acid 'W'?
|
TGG
|
2509.24655
|
[
16,
8
] |
[
[
[
632,
577,
1914,
1861
]
],
[
[
448,
740,
2106,
1336
]
]
] |
[
[
"image"
],
[
"table"
]
] |
q-bio
|
[
"q-bio/2509.24655/2509.24655_16.png",
"q-bio/2509.24655/2509.24655_8.png"
] |
Which codon in the hierarchy is associated with amino acid 'W'?
|
[
"q-bio/2509.24655/2509.24655_16.png",
"q-bio/2509.24655/2509.24655_8.png"
] |
Which codon is uniquely connected to the 'Start' label in the hierarchy?
|
ATG
|
2509.24655
|
[
16,
2
] |
[
[
[
632,
577,
1914,
1861
]
],
[
[
1348,
410,
2080,
1234
]
]
] |
[
[
"image"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.24655/2509.24655_16.png",
"q-bio/2509.24655/2509.24655_2.png"
] |
Which codon is uniquely connected to the 'Start' label in the hierarchy?
|
[
"q-bio/2509.24655/2509.24655_16.png",
"q-bio/2509.24655/2509.24655_2.png"
] |
Which figure shows the EX region transitioning from UG to GP at β=1.0?
|
The right figure.
|
2509.24692
|
[
6,
4
] |
[
[
[
735,
309,
1719,
787
]
],
[
[
9,
0,
2470,
1856
]
]
] |
[
[
"image"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.24692/2509.24692_6.png",
"q-bio/2509.24692/2509.24692_4.png"
] |
Which figure shows the EX region transitioning from UG to GP at β=1.0?
|
[
"q-bio/2509.24692/2509.24692_6.png",
"q-bio/2509.24692/2509.24692_4.png"
] |
Which theory line (γ value) most closely matches the simulation (β=2.23)?
|
Theory: γ = 2.0
|
2509.24692
|
[
17,
4
] |
[
[
[
393,
265,
1385,
1197
]
],
[
[
9,
0,
2470,
1856
]
]
] |
[
[
"image"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.24692/2509.24692_17.png",
"q-bio/2509.24692/2509.24692_4.png"
] |
Which theory line (γ value) most closely matches the simulation (β=2.23)?
|
[
"q-bio/2509.24692/2509.24692_17.png",
"q-bio/2509.24692/2509.24692_4.png"
] |
What is the value of β shown in the second figure's title?
|
2.231
|
2509.24692
|
[
6,
17
] |
[
[
[
735,
309,
1719,
787
]
],
[
[
393,
265,
1385,
1197
]
]
] |
[
[
"image"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.24692/2509.24692_6.png",
"q-bio/2509.24692/2509.24692_17.png"
] |
What is the value of β shown in the second figure's title?
|
[
"q-bio/2509.24692/2509.24692_6.png",
"q-bio/2509.24692/2509.24692_17.png"
] |
What is the boundary condition for unbounded growth in the phase diagram?
|
cβ < 1, β < 1.
|
2509.24692
|
[
6,
2
] |
[
[
[
735,
309,
1719,
787
]
],
[
[
1259,
837,
2243,
1520
]
]
] |
[
[
"image"
],
[
"text"
]
] |
q-bio
|
[
"q-bio/2509.24692/2509.24692_6.png",
"q-bio/2509.24692/2509.24692_2.png"
] |
What is the boundary condition for unbounded growth in the phase diagram?
|
[
"q-bio/2509.24692/2509.24692_6.png",
"q-bio/2509.24692/2509.24692_2.png"
] |
Which configuration of TeraAgent visualizes 39× faster than BioDynaMo?
|
MPI only configuration.
|
2509.24063
|
[
6,
8
] |
[
[
[
1319,
2415,
2327,
2952
]
],
[
[
261,
929,
2327,
1336
]
]
] |
[
[
"text"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.24063/2509.24063_6.png",
"q-bio/2509.24063/2509.24063_8.png"
] |
Which configuration of TeraAgent visualizes 39× faster than BioDynaMo?
|
[
"q-bio/2509.24063/2509.24063_6.png",
"q-bio/2509.24063/2509.24063_8.png"
] |
Which TeraAgent configuration shows higher speedup in Epidemiology compared to MPI only?
|
MPI hybrid
|
2509.24063
|
[
1,
8
] |
[
[
[
221,
1199,
1229,
1783
]
],
[
[
261,
929,
2327,
1336
]
]
] |
[
[
"text"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.24063/2509.24063_1.png",
"q-bio/2509.24063/2509.24063_8.png"
] |
Which TeraAgent configuration shows higher speedup in Epidemiology compared to MPI only?
|
[
"q-bio/2509.24063/2509.24063_1.png",
"q-bio/2509.24063/2509.24063_8.png"
] |
Which TeraAgent configuration visualizes 39× faster than BioDynaMo?
|
MPI only configuration.
|
2509.24063
|
[
2,
8
] |
[
[
[
1327,
1935,
2324,
2519
]
],
[
[
261,
929,
2327,
1336
]
]
] |
[
[
"text"
],
[
"image"
]
] |
q-bio
|
[
"q-bio/2509.24063/2509.24063_2.png",
"q-bio/2509.24063/2509.24063_8.png"
] |
Which TeraAgent configuration visualizes 39× faster than BioDynaMo?
|
[
"q-bio/2509.24063/2509.24063_2.png",
"q-bio/2509.24063/2509.24063_8.png"
] |
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