2026-03-27 A3.xlsx

Evidence overview

One sample, linked to its full context

This record preserves the published source signal and applies the dataset's staff-approved normalization policy on demand. Control overlays are shown by default when compatible controls exist.

Organism: Staphylococcus simulans
Dataset: LB-v0
Medium: LB
Role: sample

View signal plots View calculation

Dataset: LB-v0 | Medium: LB | Organism: Staphylococcus simulans | Run: 2026-03-27 inc4 | Role: sample

Public scientific provenance

The public record includes the dataset, run, medium, sample role, published inclusion and preprocessing context, channel design, manufacturer, and platform. Physical sensor IDs, internal array IDs, private manufacturing fields, file paths, and review notes remain protected.

View run and inclusion details

Run and Inclusion Provenance

Run folder	2026-03-27 inc4	Run date	2026-03-27
Media	LB	Incubator	inc4
Well file	2026-03-27 A3.xlsx	Well ID	A3
Sample role	sample	Sample status	mapped_sample
Main analysis included	False	Red/pink flag	False
LW65 problem flag	False	Source group
Strain source	ATCC 27848	Preprocessing	good_data_r0_90_120
Baseline window	90-120 minutes	Feature window	120-2520 minutes

View sensor and manufacturing details

Sensor and Manufacturing Provenance

Channel	Paper label	Manufacturer
LW60	Mapping not established	Not specified
LW61	Mapping not established	Not specified
LW62	Mapping not established	Not specified
LW63	Mapping not established	Not specified
LW64	Mapping not established	Not specified
LW65	Mapping not established	Not specified

View derived sensor features

Sensor Features

Sensor	Feature	Value	Window
LW60	auc_norm	3.04398	2.0-42.0 h
LW60	end_norm	0.15938	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.15938	2.0-42.0 h
LW60	max_norm	0.15938	2.0-42.0 h
LW60	min_norm	0.00210	2.0-42.0 h
LW60	pct_abnormal_rows	0.00000	2.0-42.0 h
LW60	pct_missing_norm	0.00000	2.0-42.0 h
LW60	pct_saturated_rows	0.00000	2.0-42.0 h
LW60	slope_norm	0.00386	2.0-42.0 h
LW61	auc_norm	18.78398	2.0-42.0 h
LW61	end_norm	0.77453	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	0.77453	2.0-42.0 h
LW61	max_norm	0.77453	2.0-42.0 h
LW61	min_norm	0.02637	2.0-42.0 h
LW61	pct_abnormal_rows	0.00000	2.0-42.0 h
LW61	pct_missing_norm	0.00000	2.0-42.0 h
LW61	pct_saturated_rows	0.00000	2.0-42.0 h
LW61	slope_norm	0.01429	2.0-42.0 h
LW62	auc_norm	-24.69961	2.0-42.0 h
LW62	end_norm	-0.76340	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.76340	2.0-42.0 h
LW62	max_norm	0.09567	2.0-42.0 h
LW62	min_norm	-0.76340	2.0-42.0 h
LW62	pct_abnormal_rows	0.00000	2.0-42.0 h
LW62	pct_missing_norm	0.00000	2.0-42.0 h
LW62	pct_saturated_rows	0.00000	2.0-42.0 h
LW62	slope_norm	-0.00194	2.0-42.0 h
LW63	auc_norm	-31.32144	2.0-42.0 h
LW63	end_norm	-0.88948	2.0-42.0 h
LW63	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW63	max_abs_norm	0.88948	2.0-42.0 h
LW63	max_norm	-0.16849	2.0-42.0 h
LW63	min_norm	-0.88948	2.0-42.0 h
LW63	pct_abnormal_rows	0.00000	2.0-42.0 h
LW63	pct_missing_norm	0.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.00000	2.0-42.0 h
LW63	slope_norm	-0.00796	2.0-42.0 h
LW64	auc_norm	-4.54871	2.0-42.0 h
LW64	end_norm	-0.14614	2.0-42.0 h
LW64	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW64	max_abs_norm	0.14808	2.0-42.0 h
LW64	max_norm	-0.00638	2.0-42.0 h
LW64	min_norm	-0.14808	2.0-42.0 h
LW64	pct_abnormal_rows	0.00000	2.0-42.0 h
LW64	pct_missing_norm	0.00000	2.0-42.0 h
LW64	pct_saturated_rows	0.00000	2.0-42.0 h
LW64	slope_norm	-0.00166	2.0-42.0 h
LW65	auc_norm	4.35858	2.0-42.0 h
LW65	end_norm	0.15561	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.15587	2.0-42.0 h
LW65	max_norm	0.15587	2.0-42.0 h
LW65	min_norm	0.00588	2.0-42.0 h
LW65	pct_abnormal_rows	0.00000	2.0-42.0 h
LW65	pct_missing_norm	0.00000	2.0-42.0 h
LW65	pct_saturated_rows	0.00000	2.0-42.0 h
LW65	slope_norm	0.00300	2.0-42.0 h

Staff-approved calculation

Normalization Policy

The normalized plot is calculated on demand with the policy saved for this dataset. Visitors may choose channels and control visibility, but only authorized staff can change the scientific calculation. Stored source measurements are never overwritten.

Saved dataset policy

Stored max-absolute-scaled response

Uses clean resistance and a mean baseline from 0.3 to 1 hours, then divides the signed baseline-relative response by the maximum absolute value of its sample-by-sensor trace. Values are dimensionless and bounded from -1 to 1. This policy applies to every public normalized view of LB-v0.

x = (clean signal - mean R0) / abs(mean R0); y = x / max(|x|), per sample and sensor trace

Source: Clean signal · Baseline: Mean 0.30–1 h · Calculated from 522 source points

Control overlay: mean of 8 control samples matched from the same dataset batch. Dashed lines are controls; solid lines are this sample.

View per-sensor baseline diagnostics and readiness

Per-Sensor Baseline Diagnostics

Ready means the selected source has enough valid baseline points for this strategy. A warning explains why a channel could not be calculated.

Sensor	Baseline points	Center	Standard deviation	Status
LW60	5	27014.91636	344.02274	Ready
LW65	5	8597.62545	186.61234	Ready

Compare every normalization strategy

Stored max-absolute-scaled response

x = (clean signal - mean R0) / abs(mean R0); y = x / max(|x|), per sample and sensor trace

Calculates a signed response from the approved baseline window, then preserves its sign and shape while scaling each trace to the interval [-1, 1].

Use with care: Because each trace is scaled independently, response magnitude cannot be compared between samples or sensor channels.

Imported baseline-normalized

Use the normalized value supplied with the published dataset

Reproduces the source dataset's stored response without recalculating a baseline.

Use with care: The source pipeline and baseline definition may differ between datasets; inspect dataset provenance before comparing values.

Source signal (no normalization)

y = raw or clean signal

Shows the selected source measurement as stored, with no baseline transformation.

Use with care: Absolute sensor levels can differ across channels and arrays, so magnitude alone is not a cross-sensor comparison.

Absolute baseline-relative change

|ΔR/R₀| = |R(t) − R₀| / |R₀|

Reports the size of change from the baseline while ignoring direction.

Use with care: A missing or near-zero baseline cannot produce a stable value.

Signed baseline-relative change

ΔR/R₀ = (R(t) − R₀) / |R₀|

Preserves whether the signal rises or falls relative to the baseline.

Use with care: A missing or near-zero baseline cannot produce a stable value.

Baseline ratio

R(t) / R₀

Expresses each measurement as a multiple of its baseline level.

Use with care: Ratios become unstable when the baseline is close to zero.

Baseline z-score

z = (R(t) − center(R₀)) / sd(R₀)

Expresses change in units of baseline variability for that sensor.

Use with care: Requires at least two variable baseline observations.

Raw Signal Plot

Immutable source signal

Direct resistance evidence before normalization.

Line pattern identifies channel and control role; color is supplementary.

X: elapsed time (hours), linear scaleY: raw resistance (Ω), linear scale

Channel and role	Visual style	Elapsed time range	Raw resistance range
LW60	Solid sample line	0.00–67.83 h	5231.72–48539.60 Ω
LW65	5 1 1 1 sample dash pattern	0.00–67.83 h	5231.72–48539.60 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–67.83 h	5231.72–48539.60 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–67.83 h	5231.72–48539.60 Ω

Configured Normalized Time-Series Plot

On-demand normalized signal

Stored max-absolute-scaled response; stored raw measurements are unchanged.

Line pattern identifies channel and control role; color is supplementary.

X: elapsed time (hours), linear scaleY: Max-absolute-scaled response (dimensionless), linear scale

Channel and role	Visual style	Elapsed time range	Max-absolute-scaled response range
LW60	Solid sample line	0.00–67.83 h	-1.00000–0.66535 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–67.83 h	-1.00000–0.66535 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–67.83 h	-1.00000–0.66535 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–67.83 h	-1.00000–0.66535 dimensionless

Selected-Sensor Time-Series Preview

The displayed value follows the selected strategy. Imported and source values remain available for provenance.

View 160 selected-sensor source values

Sensor	Elapsed h	Displayed value	Imported normalized	R0	Raw	Clean	Baseline valid
LW60	0.00	-1.00000	-1.00000	27408.20	19538.64	19538.64	True
LW60	0.17	-0.19004	-0.19004	27408.20	25594.10	25594.10	True
LW60	0.33	-0.07246	-0.07246	27408.20	26473.20	26473.20	True
LW60	0.50	-0.01623	-0.01623	27408.20	26893.60	26893.60	True
LW60	0.67	0.01526	0.01526	27408.20	27129.00	27129.00	True
LW60	0.83	0.03300	0.03300	27408.20	27261.60	27261.60	True
LW60	1.00	0.04043	0.04043	27408.20	27317.18	27317.18	True
LW60	1.17	0.03778	0.03778	27408.20	27297.40	27297.40	True
LW60	1.33	0.04122	0.04122	27408.20	27323.10	27323.10	True
LW60	1.50	0.04165	0.04165	27408.20	27326.30	27326.30	True
LW60	1.67	0.04862	0.04862	27408.20	27378.40	27378.40	True
LW60	1.83	0.05659	0.05659	27408.20	27438.00	27438.00	True
LW60	2.00	0.06031	0.06031	27408.20	27465.80	27465.80	True
LW60	2.17	0.06159	0.06159	27408.20	27475.40	27475.40	True
LW60	2.33	0.06334	0.06334	27408.20	27488.50	27488.50	True
LW60	2.50	0.06420	0.06420	27408.20	27494.90	27494.90	True
LW60	2.67	0.06597	0.06597	27408.20	27508.10	27508.10	True
LW60	2.83	0.06488	0.06488	27408.20	27500.00	27500.00	True
LW60	3.00	0.06376	0.06376	27408.20	27491.60	27491.60	True
LW60	3.17	0.06464	0.06464	27408.20	27498.20	27498.20	True
LW60	3.33	0.06376	0.06376	27408.20	27491.60	27491.60	True
LW60	3.50	0.06288	0.06288	27408.20	27485.00	27485.00	True
LW60	3.67	0.06289	0.06289	27408.20	27485.10	27485.10	True
LW60	3.83	0.06368	0.06368	27408.20	27491.00	27491.00	True
LW60	4.00	0.06288	0.06288	27408.20	27485.00	27485.00	True
LW60	4.17	0.06288	0.06288	27408.20	27485.00	27485.00	True
LW60	4.33	0.06288	0.06288	27408.20	27485.00	27485.00	True
LW60	4.50	0.06332	0.06332	27408.20	27488.30	27488.30	True
LW60	4.67	0.06332	0.06332	27408.20	27488.30	27488.30	True
LW60	4.83	0.06368	0.06368	27408.20	27491.00	27491.00	True
LW60	5.00	0.06376	0.06376	27408.20	27491.60	27491.60	True
LW60	5.17	0.06553	0.06553	27408.20	27504.80	27504.80	True
LW60	5.33	0.06729	0.06729	27408.20	27518.00	27518.00	True
LW60	5.50	0.07038	0.07038	27408.20	27541.10	27541.10	True
LW60	5.67	0.07384	0.07384	27408.20	27567.00	27567.00	True
LW60	5.83	0.07598	0.07598	27408.20	27583.00	27583.00	True
LW60	6.00	0.07952	0.07952	27408.20	27609.40	27609.40	True
LW60	6.17	0.07952	0.07952	27408.20	27609.40	27609.40	True
LW60	6.33	0.07952	0.07952	27408.20	27609.40	27609.40	True
LW60	6.50	0.08040	0.08040	27408.20	27616.00	27616.00	True
LW60	6.67	0.08083	0.08083	27408.20	27619.20	27619.20	True
LW60	6.83	0.08669	0.08669	27408.20	27663.00	27663.00	True
LW60	7.00	0.09209	0.09209	27408.20	27703.40	27703.40	True
LW60	7.17	0.09867	0.09867	27408.20	27752.60	27752.60	True
LW60	7.33	0.10781	0.10781	27408.20	27820.90	27820.90	True
LW60	7.50	0.11485	0.11485	27408.20	27873.60	27873.60	True
LW60	7.67	0.12091	0.12091	27408.20	27918.90	27918.90	True
LW60	7.83	0.12882	0.12882	27408.20	27978.00	27978.00	True
LW60	8.00	0.13584	0.13584	27408.20	28030.50	28030.50	True
LW60	8.17	0.14462	0.14462	27408.20	28096.10	28096.10	True
LW60	8.33	0.15212	0.15212	27408.20	28152.20	28152.20	True
LW60	8.50	0.15565	0.15565	27408.20	28178.60	28178.60	True
LW60	8.67	0.16006	0.16006	27408.20	28211.60	28211.60	True
LW60	8.83	0.16632	0.16632	27408.20	28258.36	28258.36	True
LW60	9.00	0.16788	0.16788	27408.20	28270.00	28270.00	True
LW60	9.17	0.17008	0.17008	27408.20	28286.50	28286.50	True
LW60	9.33	0.17494	0.17494	27408.20	28322.80	28322.80	True
LW60	9.50	0.17714	0.17714	27408.20	28339.30	28339.30	True
LW60	9.67	0.17891	0.17891	27408.20	28352.50	28352.50	True
LW60	9.83	0.18072	0.18072	27408.20	28366.00	28366.00	True
LW60	10.00	0.18200	0.18200	27408.20	28375.60	28375.60	True
LW60	10.17	0.18288	0.18288	27408.20	28382.20	28382.20	True
LW60	10.33	0.18553	0.18553	27408.20	28402.00	28402.00	True
LW60	10.50	0.18774	0.18774	27408.20	28418.50	28418.50	True
LW60	10.67	0.19039	0.19039	27408.20	28438.30	28438.30	True
LW60	10.83	0.19356	0.19356	27408.20	28462.00	28462.00	True
LW60	11.00	0.19568	0.19568	27408.20	28477.90	28477.90	True
LW60	11.17	0.20010	0.20010	27408.20	28510.90	28510.90	True
LW60	11.33	0.20230	0.20230	27408.20	28527.40	28527.40	True
LW60	11.50	0.20539	0.20539	27408.20	28550.50	28550.50	True
LW60	11.67	0.20760	0.20760	27408.20	28567.00	28567.00	True
LW60	11.83	0.20800	0.20800	27408.20	28570.00	28570.00	True
LW60	12.00	0.21157	0.21157	27408.20	28596.70	28596.70	True
LW60	12.17	0.21290	0.21290	27408.20	28606.60	28606.60	True
LW60	12.33	0.21599	0.21599	27408.20	28629.70	28629.70	True
LW60	12.50	0.21916	0.21916	27408.20	28653.40	28653.40	True
LW60	12.67	0.22098	0.22098	27408.20	28667.00	28667.00	True
LW60	12.83	0.22419	0.22419	27408.20	28691.00	28691.00	True
LW60	13.00	0.22495	0.22495	27408.20	28696.70	28696.70	True
LW60	13.17	0.22627	0.22627	27408.20	28706.60	28706.60	True
LW65	0.00	-1.00000	-1.00000	8948.03	5926.27	5926.27	True
LW65	0.17	-0.26100	-0.26100	8948.03	7900.40	7900.40	True
LW65	0.33	-0.10456	-0.10456	8948.03	8318.30	8318.30	True
LW65	0.50	-0.03063	-0.03063	8948.03	8515.80	8515.80	True
LW65	0.67	0.01624	0.01624	8948.03	8641.00	8641.00	True
LW65	0.83	0.04705	0.04705	8948.03	8723.30	8723.30	True
LW65	1.00	0.07191	0.07191	8948.03	8789.73	8789.73	True
LW65	1.17	0.08601	0.08601	8948.03	8827.40	8827.40	True
LW65	1.33	0.09590	0.09590	8948.03	8853.80	8853.80	True
LW65	1.50	0.10926	0.10926	8948.03	8889.50	8889.50	True
LW65	1.67	0.12427	0.12427	8948.03	8929.60	8929.60	True
LW65	1.83	0.13807	0.13807	8948.03	8966.45	8966.45	True
LW65	2.00	0.15085	0.15085	8948.03	9000.60	9000.60	True
LW65	2.17	0.16253	0.16253	8948.03	9031.80	9031.80	True
LW65	2.33	0.17151	0.17151	8948.03	9055.80	9055.80	True
LW65	2.50	0.18042	0.18042	8948.03	9079.60	9079.60	True
LW65	2.67	0.18731	0.18731	8948.03	9098.00	9098.00	True
LW65	2.83	0.19221	0.19221	8948.03	9111.09	9111.09	True
LW65	3.00	0.19630	0.19630	8948.03	9122.00	9122.00	True
LW65	3.17	0.19630	0.19630	8948.03	9122.00	9122.00	True
LW65	3.33	0.20258	0.20258	8948.03	9138.80	9138.80	True
LW65	3.50	0.20438	0.20438	8948.03	9143.60	9143.60	True
LW65	3.67	0.20797	0.20797	8948.03	9153.20	9153.20	True
LW65	3.83	0.21018	0.21018	8948.03	9159.09	9159.09	True
LW65	4.00	0.21696	0.21696	8948.03	9177.20	9177.20	True
LW65	4.17	0.21876	0.21876	8948.03	9182.00	9182.00	True
LW65	4.33	0.22145	0.22145	8948.03	9189.20	9189.20	True
LW65	4.50	0.22325	0.22325	8948.03	9194.00	9194.00	True
LW65	4.67	0.22497	0.22497	8948.03	9198.60	9198.60	True
LW65	4.83	0.23029	0.23029	8948.03	9212.82	9212.82	True
LW65	5.00	0.23455	0.23455	8948.03	9224.20	9224.20	True
LW65	5.17	0.23100	0.23100	8948.03	9214.70	9214.70	True
LW65	5.33	0.23455	0.23455	8948.03	9224.20	9224.20	True
LW65	5.50	0.23905	0.23905	8948.03	9236.20	9236.20	True
LW65	5.67	0.24444	0.24444	8948.03	9250.60	9250.60	True
LW65	5.83	0.24901	0.24901	8948.03	9262.82	9262.82	True
LW65	6.00	0.25342	0.25342	8948.03	9274.60	9274.60	True
LW65	6.17	0.25881	0.25881	8948.03	9289.00	9289.00	True
LW65	6.33	0.25971	0.25971	8948.03	9291.40	9291.40	True
LW65	6.50	0.26330	0.26330	8948.03	9301.00	9301.00	True
LW65	6.67	0.26779	0.26779	8948.03	9313.00	9313.00	True
LW65	6.83	0.27678	0.27678	8948.03	9337.00	9337.00	True
LW65	7.00	0.28397	0.28397	8948.03	9356.20	9356.20	True
LW65	7.17	0.29565	0.29565	8948.03	9387.40	9387.40	True
LW65	7.33	0.31092	0.31092	8948.03	9428.20	9428.20	True
LW65	7.50	0.32350	0.32350	8948.03	9461.80	9461.80	True
LW65	7.67	0.33158	0.33158	8948.03	9483.40	9483.40	True
LW65	7.83	0.34049	0.34049	8948.03	9507.18	9507.18	True
LW65	8.00	0.35314	0.35314	8948.03	9541.00	9541.00	True
LW65	8.17	0.36393	0.36393	8948.03	9569.80	9569.80	True
LW65	8.33	0.37111	0.37111	8948.03	9589.00	9589.00	True
LW65	8.50	0.37920	0.37920	8948.03	9610.60	9610.60	True
LW65	8.67	0.38459	0.38459	8948.03	9625.00	9625.00	True
LW65	8.83	0.38867	0.38867	8948.03	9635.91	9635.91	True
LW65	9.00	0.39627	0.39627	8948.03	9656.20	9656.20	True
LW65	9.17	0.40435	0.40435	8948.03	9677.80	9677.80	True
LW65	9.33	0.40525	0.40525	8948.03	9680.20	9680.20	True
LW65	9.50	0.40795	0.40795	8948.03	9687.40	9687.40	True
LW65	9.67	0.41154	0.41154	8948.03	9697.00	9697.00	True
LW65	9.83	0.41563	0.41563	8948.03	9707.91	9707.91	True
LW65	10.00	0.42053	0.42053	8948.03	9721.00	9721.00	True
LW65	10.17	0.42592	0.42592	8948.03	9735.40	9735.40	True
LW65	10.33	0.42861	0.42861	8948.03	9742.60	9742.60	True
LW65	10.50	0.42951	0.42951	8948.03	9745.00	9745.00	True
LW65	10.67	0.43221	0.43221	8948.03	9752.20	9752.20	True
LW65	10.83	0.43768	0.43768	8948.03	9766.82	9766.82	True
LW65	11.00	0.44029	0.44029	8948.03	9773.80	9773.80	True
LW65	11.17	0.44209	0.44209	8948.03	9778.60	9778.60	True
LW65	11.33	0.44748	0.44748	8948.03	9793.00	9793.00	True
LW65	11.50	0.44748	0.44748	8948.03	9793.00	9793.00	True
LW65	11.67	0.45017	0.45017	8948.03	9800.20	9800.20	True
LW65	11.83	0.45646	0.45646	8948.03	9817.00	9817.00	True
LW65	12.00	0.45377	0.45377	8948.03	9809.80	9809.80	True
LW65	12.17	0.45736	0.45736	8948.03	9819.40	9819.40	True
LW65	12.33	0.46006	0.46006	8948.03	9826.60	9826.60	True
LW65	12.50	0.46545	0.46545	8948.03	9841.00	9841.00	True
LW65	12.67	0.46635	0.46635	8948.03	9843.40	9843.40	True
LW65	12.83	0.47035	0.47035	8948.03	9854.09	9854.09	True
LW65	13.00	0.47084	0.47084	8948.03	9855.40	9855.40	True
LW65	13.17	0.46904	0.46904	8948.03	9850.60	9850.60	True

This region contains a wide data table. Use horizontal scrolling to reveal additional columns when needed.

One sample, linked to its full context

Run and Inclusion Provenance

Sensor and Manufacturing Provenance

Sensor Features

Normalization Policy

Stored max-absolute-scaled response

Channels

Control display

Per-Sensor Baseline Diagnostics

Stored max-absolute-scaled response

Imported baseline-normalized

Source signal (no normalization)

Absolute baseline-relative change

Signed baseline-relative change

Baseline ratio

Baseline z-score

Raw Signal Plot

Immutable source signal

Configured Normalized Time-Series Plot

On-demand normalized signal

Selected-Sensor Time-Series Preview