Table 2 Comparison of manually collected and collected using multi-agent system samples with four individual experiments

From: Agent-based multimodal information extraction for nanomaterials

Experiment

1m

1a

2m

2a

3m

3a

4m

4a

Formula

Ru

Ru

Ru

Ru

Ru

Ru

Ru

Ru

Activity

POD

POD

POD

POD

OXD

OXD

OXD

OXD

Crystal system

None

None

None

None

None

None

None

None

Length, nm

20–30

20–30

20–30

20–30

20–30

20–30

20–30

20–30

Width, nm

20–30

20–30

20–30

20–30

20–30

20–30

20–30

20–30

Depth, nm

20–30

20–30

20–30

20–30

20–30

20–30

20–30

20–30

Surface

Naked

Naked

Naked

Naked

Naked

Naked

Naked

Naked

Mw coating, g/mol

None

None

None

None

None

None

None

None

Km, mM

0.234

0.234

2.206

2.206

54.92

54.92

0.155

0.155

Reaction Type

TMB + H2O2

TMB + H2O2

H2O2 + TMB

H2O2 + TMB

TMB

TMB

NaA

NaA

C min, sub, mM

0.05

0.05

0.05

0.05

0.05

0.05

0.025

0.025

C max, sub, mM

0.15

0.15

0.2

0.2

0.5

0.5

0.2

0.2

C const, mM

0.1

0.1

0.1

0.1

C cat, mg/mL

50

10

50

10

50

50

50

50

pH

None

None

None

None

None

None

None

None

Temp, °C

None

None

None

None

None

None

None

None

Vmax, mM/min

4.95

4.95

34.96

34.96

0.57

0.57

2.331

2.331

  1. Manual collection is marked with superscripted “m” (m), while automated extraction is marked with superscripted “a”(a).